Paper Citation Record · LEDGER

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas

As of 20 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 1 inbound Pith citation observation for arXiv:2505.12257.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.12257 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:41:47.218295Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:40:00.335666Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

22 of 22 outbound references displayed

verified exact0
verified fuzzy8
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

Observation b0b34a10-fe1d-45d7-8e89-100ceb539319 · outbound

This paper cites AI-Driven Scholarly Peer Review via Persistent Workflow Prompting, Meta-Prompting, and Meta-Reasoning.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas AI-Driven Scholarly Peer Review via Persistent Workflow Prompting, Meta-Prompting, and Meta-Reasoning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.139987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 540ef7c4-08c2-4bc4-a684-4e765f29e135 · outbound

This paper cites Decomposed Prompting: A Modular Approach for Solving Complex Tasks.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas Decomposed Prompting: A Modular Approach for Solving Complex Tasks

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.148508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c073ab6e-72bc-420c-8cb2-f3c26d094490 · outbound

This paper cites Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.152381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5398508f-cb57-4102-bcaf-701f0eda6bba · outbound

This paper cites Large Language Models are Better Reasoners with Self-Verification.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas Large Language Models are Better Reasoners with Self-Verification

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.156554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f1a02ac-62bb-475c-adc1-bd90e43445e8 · outbound

This paper cites Towards Mitigating Hallucination in Large Language Models via Self-Reflection.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas Towards Mitigating Hallucination in Large Language Models via Self-Reflection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.160427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25b95db9-b3df-4929-a0ad-43271201021c · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas Self-Refine: Iterative Refinement with Self-Feedback

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.164275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c2c8c81-b6a9-4d0f-ab10-75b2338c4120 · outbound

This paper cites (May 10, 2025).

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas (May 10, 2025)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:47.455381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 95be5d8c-4219-498b-be42-bbd0e8ac71a3 · outbound

This paper cites (May 9, 2025).

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas (May 9, 2025)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:47.441691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ee5e5e41-c1bc-4539-a500-55c5d4e2cbd4 · outbound

This paper cites Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.174377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f076b76f-f7d4-41aa-87ee-32631ec902d7 · outbound

This paper cites https://docs.anthropic.com/en/docs/test-and-evaluate/strengthen- guardrails/reduce-hallucinations.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas https://docs.anthropic.com/en/docs/test-and-evaluate/strengthen- guardrails/reduce-hallucinations

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:47.428312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 52df9206-c546-4ac2-a521-a04f4dd2b377 · outbound

This paper cites Sanders, Techniques to improve reliability, OpenAI Cookbook.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas Sanders, Techniques to improve reliability, OpenAI Cookbook

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:47.416778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6753a066-e755-4877-ba2a-5f82c2597dd4 · outbound

This paper cites (May 10, 2025).

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas (May 10, 2025)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:47.404814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f2a7c14f-b544-4219-bc1e-1906a50bca7a · outbound

This paper cites (May 10, 2025).

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas (May 10, 2025)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:47.393584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation caa721bf-2911-4b87-87b7-1312d249dc27 · outbound

This paper cites (May 14, 2025).

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas (May 14, 2025)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:47.381516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5b4348f0-cd64-4b89-9ee8-7fe6d5613816 · outbound

This paper cites Enrichment of H217O from Tap Water, Characterization of the Enriched Water, and Properties of Several 17O-Labeled Compounds.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas Enrichment of H217O from Tap Water, Characterization of the Enriched Water, and Properties of Several 17O-Labeled Compounds

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.193895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75977266-0957-40fa-aa94-faeaa84b76b7 · outbound

This paper cites  Location: https://osf.io/nq68y/files/osfstorage?view_only=fe29ffe96a8340329f3ebd660faedd43.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas  Location: https://osf.io/nq68y/files/osfstorage?view_only=fe29ffe96a8340329f3ebd660faedd43

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.196916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f41e27f8-a8cc-4cc4-975f-584570046e23 · outbound

This paper cites fair use.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas fair use

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.200204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb4c2499-3c10-4e19-8403-90af5aa34248 · outbound

This paper cites  Transformative Use: The work is not merely being reproduced; it is fundamentally repurposed as a research specimen for critical analysis.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas  Transformative Use: The work is not merely being reproduced; it is fundamentally repurposed as a research specimen for critical analysis

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.203526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 640c58e7-dc56-4a24-b1df-07202b40a846 · outbound

This paper cites  However, the conducted analysis (central to this project) has revealed substantial flaws impacting the reliability and validity of the work's core research findings as presented.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas  However, the conducted analysis (central to this project) has revealed substantial flaws impacting the reliability and validity of the work's core research findings as presented

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.207270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15a18cb5-1832-4927-b31c-55ef48842add · outbound

This paper cites Justification: This amount is essential and necessary for the stated purpose.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas Justification: This amount is essential and necessary for the stated purpose

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:41:47.340724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8d7f3e0a-5f96-4c7b-8037-c289857673f6 · outbound

This paper cites The publisher's market relies on the perceived value of the article as a source of valid scientific findings.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas The publisher's market relies on the perceived value of the article as a source of valid scientific findings

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.214077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f0de0ee-9f3c-476d-a0d0-6407e7669035 · outbound

This paper cites This material is intended solely for the recipient(s) for purposes directly related to verifying, understanding, or building upon the presented critique and methodological research.

LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas This material is intended solely for the recipient(s) for purposes directly related to verifying, understanding, or building upon the presented critique and methodological research

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:41:47.218295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 84afe4cf-362b-42cd-a549-95d963a805f0 · inbound

AI-Facilitated Analysis of Abstracts and Conclusions: Flagging Unsubstantiated Claims and Ambiguous Pronouns cites this paper.

AI-Facilitated Analysis of Abstracts and Conclusions: Flagging Unsubstantiated Claims and Ambiguous Pronouns LLM Context Conditioning and PWP Prompting for Multimodal Validation of Chemical Formulas

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:40:00.856456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.