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Paper Citation Record · LEDGER

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding

As of 7 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2507.04189.

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

pith.paper-citation-record.v1
2507.04189 v2

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:57:29.014895Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

17 of 17 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 52b2926c-d015-4232-aeca-d826d050b55b · outbound

This paper cites The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A".

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.010924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.010924Z digest=sha256:f5152866a09e59c968d58ce28bb6139300c19d2bd8ad576090e619d5ed37d2e9

Observation 326df0e7-39d2-417e-a91c-118a92ebad93 · outbound

This paper cites an unresolved cited work.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.074316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.074316Z digest=sha256:4fd2ec8e89ec2b11d074b3e6a990767a4525770d68325c3c409be7d7d233ac7d

Observation 1a1b2de2-85bb-40fd-8ff8-6b6ab6cdd944 · outbound

This paper cites The Faiss library.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding The Faiss library

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.130149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.130149Z digest=sha256:e4b2fddfd38e4692848562db60db31a10fcab039b0fc8fd530fe6cadd11f8664

Observation ee3af0aa-c593-4f07-8642-2c6e6c48aa97 · outbound

This paper cites an unresolved cited work.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:57:29.994085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.188385Z digest=sha256:8c5087032ec052d7bde1ca1114a75fa7a94b00073307d910a8a4b0ed36bad9a7

Observation 3c4e8dff-c6e7-43b5-a136-6d066d5cffab · outbound

This paper cites an unresolved cited work.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:57:29.836645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.251811Z digest=sha256:09b2c5a82ab8f8a823d3131e41380e65c679a2c945ec519aeb9e6b1e103ba440

Observation 421c10c4-fdda-496d-92b1-f9870f8b80bb · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Lost in the Middle: How Language Models Use Long Contexts

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.306936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.306936Z digest=sha256:0368da6366e023e632f0cee1ee8d225ac066810b02c935b25ce7b8e710747c56

Observation 2b3532aa-9b3a-4d6e-8472-f0c0ba700b28 · outbound

This paper cites an unresolved cited work.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T19:57:29.755495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.372961Z digest=sha256:73e2d6681e3e173cf586df1204f538dbd37536c7bd57b20244a88ec39f6e0348

Observation 74014993-5866-45e9-922a-c8fed425455c · outbound

This paper cites Telesford, Karen E.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Telesford, Karen E

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:57:29.655035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.416918Z digest=sha256:2e7b05de021fd4bc89c485a9ca64ad9b4c22020cbe2afab83670e7a79cd4b2d4

Observation 39dc39f2-8afa-497d-ba50-1883950b60d0 · outbound

This paper cites Secrets of RLHF in Large Language Models Part II: Reward Modeling.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Secrets of RLHF in Large Language Models Part II: Reward Modeling

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.485425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.485425Z digest=sha256:04748ce1ef629c2109913eed78b61f276bf51978532e8236203b30520324291f

Observation baa20c85-1026-46e9-b295-baf109e067e0 · outbound

This paper cites Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Chi, Sharan Narang, Aakanksha Chowdhery, and Denny Zhou

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:57:29.520816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-08-06T19:57:28.557757Z digest=sha256:487654ebd2035bb17510c1aea9d20b55dde3b2b6c0b33daf19706add43c57149

Observation 62a57669-0194-4599-89c3-67d2e0c49e93 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.617604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.617604Z digest=sha256:38c0b560abace2fd13bbae6fbddae699fb84693e24c2bb0bd79560e80167f56b

Observation f973977d-8271-4b9a-8f9c-52c81ae64b04 · outbound

This paper cites The Generative AI Paradox: "What It Can Create, It May Not Understand".

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding The Generative AI Paradox: "What It Can Create, It May Not Understand"

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.675693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.675693Z digest=sha256:d11efc28c90bacf45b5267fce559f4c2eb1b5f9aa6b684d2a6cfdb91674ab143

Observation 04bf1c0f-bb43-4a31-b684-729ab3560d32 · outbound

This paper cites an unresolved cited work.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Unresolved cited work

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.736353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.736353Z digest=sha256:db5bdc00721ecf57dfcb7fb0d791f430cd4b3fca0ab3885ac84d2cdbc36562c4

Observation c41b6622-c012-4e13-9393-7f24fb2d5e38 · outbound

This paper cites an unresolved cited work.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.814788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.814788Z digest=sha256:289066e78b236c914db25d392622038ba9c862b7c17847b80c0608c893946dbc

Observation 17e416df-d10b-4571-99a9-23219fb885dd · outbound

This paper cites Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.870674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.870674Z digest=sha256:a836ba421b1c62b5b744c72fea775df7c838282b508bfc4235016202a36002ad

Observation 1c9c3c07-1fff-471b-acca-18922b1ea228 · outbound

This paper cites online" 'onlinestring :=.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding online" 'onlinestring :=

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:28.952021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:28.952021Z digest=sha256:cfaa7ee6be0c42ff74b4bbe908777afdb9235f193cff505ff1985d82dc6e5244

Observation 71917d57-49bf-4bfc-8cc1-36dbd3177911 · outbound

This paper cites write newline.

SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding write newline

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T19:57:29.014895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:57:29.014895Z digest=sha256:0a8d8946beae297ec364bc539eb4c453575320212e5873d60b8e3e34d020127c

Pith citing papers

No inbound Pith citation observations are available.