Paper Citation Record · LEDGER

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution

As of 8 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2605.25618.

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

pith.paper-citation-record.v1
2605.25618 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T19:46:46.452126Z

measured 18 of 18 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

18 of 18 outbound references displayed

verified exact0
verified fuzzy0
unresolved12
parse uncertain3
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2ddac4a0-fafa-45a2-8ef2-95f8b70d8030 · outbound

This paper cites Beyond Exponential Decay: Rethinking Error Accumulation in Large Language Models.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution Beyond Exponential Decay: Rethinking Error Accumulation in Large Language Models

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T19:53:55.841677Z

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 4dd119fc-8da9-4d8a-888b-2aa444fdec5b · outbound

This paper cites arXiv preprint arXiv:2511.04662 (2025).

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution arXiv preprint arXiv:2511.04662 (2025)

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T19:53:55.841664Z

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 dc1f6f1d-4e63-42ff-b505-c705ddca04dc · outbound

This paper cites Qwen2.5-1M Technical Report.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution Qwen2.5-1M Technical Report

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T19:53:55.844831Z

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 b20ebab0-11c6-43b2-98f0-0247cef2d5b4 · outbound

This paper cites an unresolved cited work.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2833e055-148e-45d3-b897-62ce52f7b197 · outbound

This paper cites an unresolved cited work.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61ed8d63-8b93-48fe-a20a-4c93622af38e · outbound

This paper cites an unresolved cited work.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a588534e-5f22-4900-936c-deff8e22144f · outbound

This paper cites an unresolved cited work.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03611e74-d9b1-44f9-8074-7ede014d37c7 · outbound

This paper cites an unresolved cited work.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution Unresolved cited work

Reference 8

Resolution: parse uncertain; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52d610af-41ce-46b4-ab06-03d3450ae291 · outbound

This paper cites an unresolved cited work.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution Unresolved cited work

Reference 9

Resolution: parse uncertain; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad98b995-fbae-4d9c-940c-1e3bad8d1d0e · outbound

This paper cites an unresolved cited work.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution Unresolved cited work

Reference 10

Resolution: parse uncertain; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6a71f1b-8a8d-43ad-8445-1630d8cc5f19 · outbound

This paper cites objects",.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution objects",

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62b3d011-f9f0-4912-9078-85fad319d949 · outbound

This paper cites objects": All names of whose properties are described in the context. Note that group-referrig nouns like.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution objects": All names of whose properties are described in the context. Note that group-referrig nouns like

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 649dedd4-7649-436c-b962-3ae8a9594293 · outbound

This paper cites facts": Each element must be a two-element list: [.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution facts": Each element must be a two-element list: [

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2634129-0d70-4f71-94fc-197033ef9198 · outbound

This paper cites query": a single string representing the formula to evaluate. Do NOT include the query in the.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution query": a single string representing the formula to evaluate. Do NOT include the query in the

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd0de5d1-3eb8-493d-92dc-d2d3942dac3f · outbound

This paper cites facts" section, the.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution facts" section, the

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17c63bf9-5025-4b07-86ee-3a578017a376 · outbound

This paper cites objects": Copy the names of all the items to be compared directly as.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution objects": Copy the names of all the items to be compared directly as

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0a9c178-318f-40c9-bf36-adcf38f23e9d · outbound

This paper cites facts": Each element must be a two-element list: [.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution facts": Each element must be a two-element list: [

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b08075f8-46f6-467e-8360-609537845894 · outbound

This paper cites query": A dictionary in the form: {{.

Symbolic-Neural Soft-Logic Reasoning: Towards Robust and Verifiable Thinking Chains via Cooperative Evolution query": A dictionary in the form: {{

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T19:46:46.452126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.