Paper Citation Record · LEDGER

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation

As of 8 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2608.04170.

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

pith.paper-citation-record.v1
2608.04170 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:25:10.838683Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

16 of 16 outbound references displayed

verified exact2
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 74956c38-9906-4b49-afa3-a4ba24a19272 · outbound

This paper cites Agrawal and A.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Agrawal and A

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.777364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 890b22a3-1db6-4b0b-a1e9-0a8305f6d693 · outbound

This paper cites Chain-of-Thought Unfaithfulness as Disguised Accuracy.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Chain-of-Thought Unfaithfulness as Disguised Accuracy

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.781991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4af578e2-047f-4dd7-baba-b34f570403fc · outbound

This paper cites Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.786455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a91d75b6-9949-4da7-826c-18d904f1b56e · outbound

This paper cites Measuring Faithfulness in Chain-of-Thought Reasoning.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Measuring Faithfulness in Chain-of-Thought Reasoning

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.790647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9df86195-8d2c-4295-9294-edc9b263786b · outbound

This paper cites an unresolved cited work.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.794781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7887557-74f4-4dd9-97a6-316ee8c71339 · outbound

This paper cites an unresolved cited work.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Unresolved cited work

Reference 6

Resolution: verified exact; doi, observed 2026-08-08T00:25:10.947798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4a16a58e-1e6a-4238-859b-7707ed2f9cc5 · outbound

This paper cites Locating and Editing Factual Associations in GPT.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Locating and Editing Factual Associations in GPT

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.803047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5bb71c9-40e1-4b9e-84c1-fd0c3ea19644 · outbound

This paper cites Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-08T00:25:10.920926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a04d8937-3d32-4849-86b4-d17c66dc638f · outbound

This paper cites Unifying Large Language Models and Knowledge Graphs: A Roadmap.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Unifying Large Language Models and Knowledge Graphs: A Roadmap

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.811259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28f64b42-93b1-45fa-ac65-f019a785007d · outbound

This paper cites Is Cosine-Similarity of Embeddings Really About Similarity?.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Is Cosine-Similarity of Embeddings Really About Similarity?

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.815584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4af2e8a7-6a39-41d3-8197-55795e7e9f90 · outbound

This paper cites Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.819541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41397fc6-b2e9-4dfe-9c0b-b413976e9646 · outbound

This paper cites IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.823472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cb61d50-712d-4ac8-8a29-a4d67b21423f · outbound

This paper cites Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.827252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46cf2cd2-1e8d-47fd-918c-c10a6bf1cc8a · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.831229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b50f2b4-ea36-4907-9cf2-cce48cde3a38 · outbound

This paper cites an unresolved cited work.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T00:25:11.144998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 102076de-7932-45f4-9d33-ecf10ce3e5e1 · outbound

This paper cites Towards Best Practices of Activation Patching in Language Models: Metrics and Methods.

Visualizing Graph-to-Answer Mechanism Recovery in Materials-Science Hypothesis Generation Towards Best Practices of Activation Patching in Language Models: Metrics and Methods

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T00:25:10.838683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.