Assess this claim against https://aclanthology.org/2023.emnlp-main.741/: adding a bibliography entry is sufficient to count every atomic fact as supported. Produce a source-linked correction. Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward.

Archived dispatch

Lowconfidence— no source was read for this question

Oct 16, 2026, 12:21 AM · llm:deepseek:deepseek-v4-pro

§ IIThe reading0 cited

Lowconfidence— no source was read for this questiondeep researchpreview plan 4/4 claimsportfolio 1/1

No supported answer: no source passed the relevance and evidence checks within this run's limits. Web search: 5 queries attempted, 0 succeeded, 5 unavailable. Selected public originals could not supply usable text: https://aclanthology.org/2023.emnlp-main.741/: (transport-unavailable). Source URLs were already supplied in the question. Inspect any recorded supplied-URL status and recorded discovery refusal, SKIP or read failure before narrowing a new task. A larger source budget does not resolve a free-source attention gate or extraction limit. Metadata previews are not read evidence. This does not establish that no relevant evidence exists.

“https://aclanthology.org/2023.emnlp-main.741/:”: Original text was unavailable. Check the publisher URL and provide an accessible original of the same document; this failure does not establish that the document does not exist.

Supplied original source status

https://aclanthology.org/2023.emnlp-main.741/:: Read failed: transport-unavailable.

Evidence ledger — recorded source excerpts

Research targets are unverified topics. Coverage is an estimate of excerpt support, not proof of entailment, factual truth or a complete answer.

Requested topic (unverified): “Does adding a bibliography entry suffice to count every atomic fact as supported, according to the paper at https://aclanthology.org/2023.emnlp-main.741/?”
0% estimated
No qualifying excerpt recorded
Requested topic (unverified): “What does the paper at https://aclanthology.org/2023.emnlp-main.741/ define as an atomic fact and what criteria does it use for considering a fact supported?”
0% estimated
No qualifying excerpt recorded
Requested topic (unverified): “What limitations or caveats does the paper at https://aclanthology.org/2023.emnlp-main.741/ mention regarding bibliography entries as support for atomic facts?”
0% estimated
No qualifying excerpt recorded
Requested topic (unverified): “What specific evidence or examples from the paper at https://aclanthology.org/2023.emnlp-main.741/ contradict the claim that a bibliography entry is sufficient for every atomic fact?”
0% estimated
No qualifying excerpt recorded

No inspectable non-demo excerpts are recorded for source inspection.

Research evidence matrix

Compare unverified research targets with cited sources and inspect recorded excerpts. An empty cell means no inspectable excerpt was recorded; it does not establish whether a claim is true, false, or disputed. Coverage and agent confidence do not prove entailment, measured accuracy or complete synthesis.

Research target by cited source evidence matrix
Research target (unverified)	Inspection status
Does adding a bibliography entry suffice to count every atomic fact as supported, according to the paper at https://aclanthology.org/2023.emnlp-main.741/?	No inspectable excerpt recorded
What does the paper at https://aclanthology.org/2023.emnlp-main.741/ define as an atomic fact and what criteria does it use for considering a fact supported?	No inspectable excerpt recorded
What limitations or caveats does the paper at https://aclanthology.org/2023.emnlp-main.741/ mention regarding bibliography entries as support for atomic facts?	No inspectable excerpt recorded
What specific evidence or examples from the paper at https://aclanthology.org/2023.emnlp-main.741/ contradict the claim that a bibliography entry is sufficient for every atomic fact?	No inspectable excerpt recorded

Helpful?

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Spent$0

To creators—

Decisions0 bought · 1 cached · 85 skipped

llm:deepseek:deepseek-v4-prolive on Arc mainnet

Decision log · 98 steps

§ IThe decision$0 settled / $0.05

Decompose

Breaking down: "Assess this claim against https://aclanthology.org/2023.emnlp-main.741/: adding a bibliography entry is sufficient to count every atomic fact as supported. Produce a source-linked correction. Cite only material actually retrieved; keep unread sources and unsupported points explicit. Do not force a purchase or a reward."

Decompose

Identified 4 research target(s) to investigate; these are not established facts

Decompose

Deep mode: up to 4 paid/cached/public reads plus one bounded gap-expansion pass when needed.

Discover

Historical article search is unavailable for part of this run; available retained feed previews remain in discovery. No exhaustive archive search is claimed.

Discover

Supplied source URL https://aclanthology.org/2023.emnlp-main.741/: admitted as an unread discovery lead. No official authorship or evidence established; a supplied fragment requests a section but only a bounded whole-document read is supported.

Discover

Web search: 5/5 planned queries attempted, 0 succeeded, 1 public page previews/leads, 5 unavailable queries. Previews and supplied URLs are discovery only. Public reads spend no USDC; model and service operating costs remain separate.

Discover

Discovered 2 verified creator source(s) and 84 free public reference(s)

Pre-check

Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 1/1 positive proposal(s): 1 free/cache selections + 0 paid fresh selections, predicting 4/4 claim(s) above the evidence floor with $0.000000/$0.025000 fetch USDC reserved.

Pre-check

Free-preview pre-check maps an actionable source to every sub-claim (4/4); paid reading may proceed within the budget.

DecideCACHE

https://aclanthology.org/2023.emnlp-main.741/:$0 · EV 90%

This is the user-supplied original URL for the ACL paper. It is the primary source needed to assess the claim about bibliography entries and atomic facts. Reading the bounded whole document is directly relevant to all targets. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3, 4; 0 fetch USDC, 1 attention slot).

DecideSKIP

arXiv - Attention authors: temporary change to announcement schedule due to holiday$0 · EV 0%

arXiv holiday announcement is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

arXiv - arXiv receives Multiyear Philanthropic Commitments to Support Its Launch as an Independent Nonprofit$0 · EV 0%

arXiv nonprofit funding news is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Bank for International Settlements - Are stablecoins and bank deposits substitutes?$0 · EV 0%

BIS stablecoin paper is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Bank for International Settlements - Chasing El Dorado: gold under shifting geopolitical and financial conditions$0 · EV 0%

BIS gold paper is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Bank for International Settlements - Artificial intelligence and climate change: balancing innovation and sustainability$0 · EV 0%

BIS AI and climate paper is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Chip Huyen - What I learned from looking at 900 most popular open source AI tools$0 · EV 0%

Chip Huyen's open source AI tools article is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Chip Huyen - Open challenges in LLM research$0 · EV 0%

Chip Huyen's LLM research challenges article is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Chip Huyen - Common pitfalls when building generative AI applications$0 · EV 0%

Chip Huyen's generative AI pitfalls article is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Cloudflare Workers - How we rebuilt Cloudflare Workers’ module registry for Node.js compatibility$0 · EV 0%

Cloudflare Workers module registry article is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Cloudflare Workers - The Cloudflare Blog — brought to you by EmDash$0 · EV 0%

Cloudflare blog migration article is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Cloudflare Workers - Detect and send production issues straight to your agent$0 · EV 0%

Cloudflare Workers Issues article is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Cloudflare Workers - Support for modern cryptographic algorithms in Workers$0 · EV 0%

Cloudflare Workers cryptography article is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Creative Commons - Creative Commons to Convene “A Conversation on Collaboration” Alongside UNGA 81$0 · EV 0%

Creative Commons UNGA event article is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Creative Commons - From Reflection to Action: 8 Hot Takes from CC’s Open Heritage Roundtable$0 · EV 0%

Creative Commons Open Heritage roundtable article is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Creative Commons - Open Heritage in the Age of Artificial Intelligence$0 · EV 0%

Creative Commons Open Heritage AI article is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Creative Commons - Guidance for Indigenous Collections and Data$0 · EV 0%

Creative Commons Indigenous Collections guidance is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Creative Commons - Guidance on Using CC Licenses in an AI Ecosystem$0 · EV 0%

Creative Commons AI ecosystem licensing guidance is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Google DeepMind - Introducing SynthID Bio$0 · EV 0%

DeepMind SynthID Bio announcement is unrelated to the ACL paper or atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Directory of Open Access Journals - Using our new pre-assessment checklist: An invitation to Mexican and Indonesian journals$0 · EV 0%

DOAJ blog about pre-assessment checklist for journals; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Directory of Open Access Journals - The story behind the journal: International Social Research Nexus (ISRN)$0 · EV 0%

Story of a specific journal's founding; no relevance to atomic fact support criteria. - free public feed reference; no purchase or creator reward.

DecideSKIP

Directory of Open Access Journals - Empowering global researchers with new Think. Check. Submit. resources$0 · EV 0%

Think. Check. Submit. resources for researchers; unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

Directory of Open Access Journals - Paradise Lost, Knowledge Regained: Jan Erik Frantsvåg on reclaiming open access (Part 1)$0 · EV 0%

Interview on open access publishing; no connection to atomic facts or bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Docker - Docker Hub security advisory: personal access tokens transferred during account-to-organization conversions$0 · EV 0%

Docker security advisory; unrelated to the research question. - free public feed reference; no purchase or creator reward.

DecideSKIP

Docker - Manufacturing Trust for AI Agents | Docker’s WeAreDevelopers Keynote$0 · EV 0%

Docker keynote on AI agent trust; no relevance to atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Docker - Trust Docker for the agents you don’t$0 · EV 0%

Docker Cloud Sandboxes announcement; unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

DuckDB - Faster String Aggregations with Dimension Tables$0 · EV 0%

DuckDB engineering article on string aggregations; no connection to atomic facts or bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Eugene Yan - Using LLMs to Secure Source Code$0 · EV 0%

Eugene Yan article on securing source code with LLMs; unrelated to the research question. - free public feed reference; no purchase or creator reward.

DecideSKIP

Eugene Yan - Patterns for Building Cybersecurity Evals$0 · EV 0%

Patterns for cybersecurity evals; no relevance to atomic fact support criteria. - free public feed reference; no purchase or creator reward.

DecideSKIP

The Go Blog - //go:fix inline and the source-level inliner$0 · EV 0%

Go blog about source-level inliner; unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

The Go Blog - Platform-independent SIMD in Go$0 · EV 0%

Go SIMD article; no connection to atomic facts or bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

The Go Blog - Arch-specific SIMD in Go$0 · EV 0%

Go arch-specific SIMD article; unrelated to the research question. - free public feed reference; no purchase or creator reward.

DecideSKIP

Google Research - Unlocking Earth AI’s planetary geospatial foundation models for global public health$0 · EV 0%

Google Research blog on geospatial models for public health; no relevance to atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Google Research - ToolGrad: Efficient tool-use dataset generation with textual "gradients"$0 · EV 0%

ToolGrad dataset generation; unrelated to the ACL paper on atomic facts. - free public feed reference; no purchase or creator reward.

DecideSKIP

Lilian Weng - Reward Hacking in Reinforcement Learning$0 · EV 0%

Reward hacking in RL; no connection to bibliography entries as support for atomic facts. - free public feed reference; no purchase or creator reward.

DecideSKIP

Lilian Weng - Extrinsic Hallucinations in LLMs$0 · EV 0%

Extrinsic hallucinations in LLMs; unrelated to the specific ACL paper's criteria. - free public feed reference; no purchase or creator reward.

DecideSKIP

Lilian Weng - Thinking about High-Quality Human Data$0 · EV 0%

High-quality human data; no relevance to atomic fact support or bibliography entries. - free public feed reference; no purchase or creator reward.

DecideSKIP

Microsoft Research - GigaPath-Flash and GigaTIME-Flash: Toward population-scale discovery with efficient pathology foundation models$0 · EV 0%

Microsoft Research blog on pathology foundation models; unrelated to the research question. - free public feed reference; no purchase or creator reward.

DecideSKIP

Microsoft Research - Simulating student learning for better AI tutoring$0 · EV 0%

Topic is AI tutoring simulation, unrelated to the ACL paper on atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Microsoft Research - What AI gets wrong and what failure teaches us$0 · EV 0%

Topic is AI failure analysis, unrelated to the ACL paper on atomic fact support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Netlify - Cursor Origin repositories build, preview, and deploy on Netlify$0 · EV 0%

Topic is Cursor Origin repositories on Netlify, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

Netlify - Open models are having a moment. We’re all in.$0 · EV 0%

Topic is open AI models on Netlify, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

Netlify - 5x faster Edge Functions: v8 isolates to Unikraft MicroVMs$0 · EV 0%

Topic is Edge Functions performance, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

Netlify - How we built Git storage for millions of Netlify projects$0 · EV 0%

Topic is Git storage for Netlify projects, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

Ollama - Ollama now supports Jev-style decision models$0 · EV 0%

Topic is Jev-style decision models, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

Ollama - Ollama's transparent pricing$0 · EV 0%

Topic is Ollama pricing, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

Ollama - Improved performance and model support with GGUF$0 · EV 0%

Topic is GGUF model support, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

OpenAI Developers - OpenAI Developers plugin$0 · EV 0%

Topic is OpenAI Developers plugin, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

OpenAlex - Same topics, better assignments: a new topic classifier for OpenAlex$0 · EV 0%

Topic is OpenAlex topic classifier, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

OpenAlex - Should OpenAlex publish a novelty score? A vibe check$0 · EV 0%

Topic is novelty score discussion, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

OpenAlex - Is it time to retire the OA colours? Tell us what you think$0 · EV 0%

Topic is open access classification, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

OpenAlex - Filter OpenAlex for RCTs, meta-analyses and systematic reviews$0 · EV 0%

Topic is study design filters, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

PostgreSQL - Dasha 1.8: index recommendations, I/O analysis, schema checks and log insights$0 · EV 0%

Topic is PostgreSQL dashboard, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

PostgreSQL - pgx-bm25 1.0: BM25 ranked full-text search as a native PostgreSQL index$0 · EV 0%

Topic is PostgreSQL full-text search, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

PostgreSQL - pg_plan_filter 1.0.0 released$0 · EV 0%

Topic is PostgreSQL query filtering, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

PyTorch - A Ray-Focused Guide to PyTorch Conference North America$0 · EV 0%

Topic is PyTorch conference guide, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

PyTorch - Optimizing Jagged Flash Attention with TLX: The Road Toward SOTA FA4 on Blackwell$0 · EV 0%

Topic is Flash Attention optimization, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

PyTorch - Session-Aware Agentic Inference with NVIDIA Dynamo$0 · EV 0%

Topic is agentic inference with NVIDIA Dynamo, unrelated to the ACL paper. - free public feed reference; no purchase or creator reward.

DecideSKIP

Rust Blog - Demoting i686 Windows targets to std-only$0 · EV 0%

Rust blog post about demoting i686 Windows targets; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Rust Blog - GitHub Actions leaking secrets when Miri output is cached$0 · EV 0%

Rust security post about GitHub Actions and Miri; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Sebastian Raschka - MiMo-V2.6 Pro Architecture and Training Notes$0 · EV 0%

ML architecture notes on MiMo-V2.6 Pro; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Sebastian Raschka - OpenAI Astra and Looped Transformers$0 · EV 0%

ML note on OpenAI Astra and looped transformers; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Sebastian Raschka - It's Easy to Dismiss Jev as Just a Classifier$0 · EV 0%

ML note on Jev classifier; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Spotify Engineering - Why Spotify Is Not Using Bayesian A/B Testing$0 · EV 0%

Spotify engineering post on Bayesian A/B testing; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Spotify Engineering - Portal by Spotify cut my Claude Code token usage by 90%$0 · EV 0%

Spotify engineering post on Claude Code token usage; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Spotify Engineering - Introducing: Spotify Technology. Proven at Spotify, now yours.$0 · EV 0%

Spotify engineering product announcement; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Stripe Blog - Analyzing rising fraud attempts among travel and leisure businesses on Stripe$0 · EV 0%

Stripe blog on fraud attempts in travel/leisure; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Stripe Blog - Why I tried to kill token billing (and why we kept it)$0 · EV 0%

Stripe blog on token billing; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Stripe Blog - Helping personal agents shop more intelligently and reliably with Link$0 · EV 0%

Stripe blog on personal agents and Link; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Supabase - Getting started with the Supabase .NET SDK$0 · EV 0%

Supabase .NET SDK tutorial; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Tailscale - Sovereign AI starts with open infrastructure$0 · EV 0%

Tailscale post on sovereign AI; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Tailscale - Tailcat: Tailscale without Tailscale, by Tailscale$0 · EV 0%

Tailscale post on Tailcat; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Tailscale - Codex Cloud shipped with Tailscale support. Nobody told us.$0 · EV 0%

Tailscale post on Codex Cloud; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Vicki Boykis - Bad code is kudzu$0 · EV 0%

Vicki Boykis essay on bad code; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Vicki Boykis - We should be more tired than the model$0 · EV 0%

Vicki Boykis essay on code generation and skill retention; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Vicki Boykis - Running local models is good now$0 · EV 0%

Vicki Boykis essay on local models; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

vLLM - Taking vLLM Apart: A Practical Guide to Disaggregated Serving$0 · EV 0%

vLLM guide on disaggregated serving; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

vLLM - Improve TTFT for Multi-Turn Agentic Workloads with Bi-Directional KV Transfer in vLLM$0 · EV 0%

vLLM post on KV transfer; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

vLLM - vLLM Support for NVIDIA Vera Rubin NVL72: 7.8x Throughput over GB200 NVL72$0 · EV 0%

vLLM post on NVIDIA Vera Rubin; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Wikimedia Diff - Meet MEOW: An Easier Way to Discover Wikimedia Learning Resources$0 · EV 0%

Wikimedia Diff post on MEOW learning resources; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

Wikimedia Diff - An AI bot for polishing Malayalam Wikipedia articles$0 · EV 0%

Wikimedia Diff post on Malayalam Wikipedia AI bot; unrelated to ACL paper on atomic facts and bibliography support. - free public feed reference; no purchase or creator reward.

DecideSKIP

x402 - Introducing x402 Batch Settlement: High-velocity Agentic Commerce$0 · EV 0%

x402 batch settlement article is about payment protocol mechanics, unrelated to the ACL paper on atomic fact support. No target is worth investigating. - free public feed reference; no purchase or creator reward.

DecideSKIP

x402 - x402: An open standard for internet-native payments$0 · EV 0%

x402 open standard article is about internet-native payments, unrelated to the ACL paper on atomic fact support. No target is worth investigating. - free public feed reference; no purchase or creator reward.

DecideSKIP

x402 - Linux Foundation Announces Operational Launch of x402 Foundation to Standardize Internet-Native Payments for AI Agents and Applications$0 · EV 0%

Linux Foundation x402 announcement is about payment standardization, unrelated to the ACL paper on atomic fact support. No target is worth investigating. - free public feed reference; no purchase or creator reward.

DecideSKIP

Keryx owner release notes — first-party validation — Keryx v0.27.63$0.005 · EV 0%

Keryx release notes are about software updates, unrelated to the ACL paper on atomic fact support. No target is worth investigating.

DecideSKIP

Keryx Engineering (first-party) — Recovering a Keryx paid research job$0.002 · EV 0%

Keryx engineering documentation is about paid research job recovery, unrelated to the ACL paper on atomic fact support. No target is worth investigating.

Fetch

READ https://aclanthology.org/2023.emnlp-main.741/: - selected original public page, 0 USDC; not a cache hit.

Fetch

Public page unavailable (transport-unavailable); no evidence admitted. Continuing research.

Done

Done. Spent $0 across 0 confirmed/simulated payment(s) to creators.

Read checkpoints

Verify locally replays supported recorded query-local reserve, release, debit and hold decisions, attribution normalization and exact micro-USDC citation/author allocations. Model proposals and eligibility are asserted inputs. Query capacity is separate from signer exposure; verification does not establish funding, reward authority or settlement.

Economic families or records marked unavailable are not verified. Missing, fractional-micro or unsafe operands are never repaired; an empty family means no captured economic decision, not complete monetary coverage.

Query-local budget records: Recorded decisions can be replayed
Citation allocation records: Not captured
Author split records: Not captured

Model proposals and selected plan actions are recorded when available. Model generation is not replayed or expected to reproduce; verification checks only deterministic checkpoints.

Micro-USDC is shown only where the existing exact converter accepts the amount. Other monetary assertions are unavailable; numeric predicate replay preserves the recorded comparison.

Recorded checkpoint policy: ordinary-query-economics-v4
SHA-256 retained by this report: 3e004e4f8f304d7b7085e900871b988423501071b69e6de0ed423b5c36b68e10

Keep this digest separately from the downloaded sidecar. The offline audit command uses it as the expected digest.

Choose a checkpoint sidecar to verify against this report

Model proposal → selected plan → code checkpoint

BUY0

SKIP85

CACHE0

FREE1

ESCALATE0

UNKNOWN0

Latest terminal checkpoint outcome per recorded candidate; continuing checks and global stops are excluded. These are not settled purchases or quality scores.

Global stop checkpoints: 2 · Candidate rounds with continuing checks only: 0

Candidate	Model proposed	Selected plan	Checkpoint	Code result	Reason / rule
84	CACHE	CACHE	selection	CONTINUE	selected-plan
1	SKIP	SKIP	selection	SKIP	plan-skip
2	SKIP	SKIP	selection	SKIP	plan-skip
3	SKIP	SKIP	selection	SKIP	plan-skip
4	SKIP	SKIP	selection	SKIP	plan-skip
5	SKIP	SKIP	selection	SKIP	plan-skip
6	SKIP	SKIP	selection	SKIP	plan-skip
7	SKIP	SKIP	selection	SKIP	plan-skip
8	SKIP	SKIP	selection	SKIP	plan-skip
9	SKIP	SKIP	selection	SKIP	plan-skip
10	SKIP	SKIP	selection	SKIP	plan-skip
11	SKIP	SKIP	selection	SKIP	plan-skip
12	SKIP	SKIP	selection	SKIP	plan-skip
13	SKIP	SKIP	selection	SKIP	plan-skip
14	SKIP	SKIP	selection	SKIP	plan-skip
15	SKIP	SKIP	selection	SKIP	plan-skip
16	SKIP	SKIP	selection	SKIP	plan-skip
17	SKIP	SKIP	selection	SKIP	plan-skip
18	SKIP	SKIP	selection	SKIP	plan-skip
19	SKIP	SKIP	selection	SKIP	plan-skip
20	SKIP	SKIP	selection	SKIP	plan-skip
21	SKIP	SKIP	selection	SKIP	plan-skip
22	SKIP	SKIP	selection	SKIP	plan-skip
23	SKIP	SKIP	selection	SKIP	plan-skip
24	SKIP	SKIP	selection	SKIP	plan-skip
25	SKIP	SKIP	selection	SKIP	plan-skip
26	SKIP	SKIP	selection	SKIP	plan-skip
27	SKIP	SKIP	selection	SKIP	plan-skip
28	SKIP	SKIP	selection	SKIP	plan-skip
29	SKIP	SKIP	selection	SKIP	plan-skip
30	SKIP	SKIP	selection	SKIP	plan-skip
31	SKIP	SKIP	selection	SKIP	plan-skip
32	SKIP	SKIP	selection	SKIP	plan-skip
33	SKIP	SKIP	selection	SKIP	plan-skip
34	SKIP	SKIP	selection	SKIP	plan-skip
35	SKIP	SKIP	selection	SKIP	plan-skip
36	SKIP	SKIP	selection	SKIP	plan-skip
37	SKIP	SKIP	selection	SKIP	plan-skip
38	SKIP	SKIP	selection	SKIP	plan-skip
39	SKIP	SKIP	selection	SKIP	plan-skip
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84	CACHE	CACHE	duplicate	CONTINUE	duplicate
84	CACHE	CACHE	public-route	FREE	public-channel
Run context	—	—	expansion	STOP	expansion

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