Paper Citation Record · LEDGER

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs

As of 7 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:2507.23740.

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

pith.paper-citation-record.v1
2507.23740 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:28:54.003701Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:19:16.568979Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T20:19:17.147149Z

Reference resolution

23 of 23 outbound references displayed

verified exact0
verified fuzzy15
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6c6b2419-994f-474c-b6ac-dffe7647e2e5 · outbound

This paper cites Rule Learning as Machine Translation using the Atomic Knowledge Bank.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs Rule Learning as Machine Translation using the Atomic Knowledge Bank

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T10:28:53.900252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5d4bb92-7c75-4a6b-aa99-9f35dc7b2868 · outbound

This paper cites In: IJCAI.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs In: IJCAI

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.367498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 327009c2-9bca-46d8-b444-2e16e155b651 · outbound

This paper cites In: SIGMOD.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs In: SIGMOD

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.354990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0f6360ae-ce31-4ea4-8692-9903fe492444 · outbound

This paper cites In: NeurIPS.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs In: NeurIPS

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.342204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 087adf78-29cc-4046-ae5f-510c238c5eb0 · outbound

This paper cites Logic2Text: High-Fidelity Natural Language Generation from Logical Forms.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs Logic2Text: High-Fidelity Natural Language Generation from Logical Forms

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T10:28:53.915887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 112a0945-6e0c-4904-8e96-5c04b0a4ba90 · outbound

This paper cites Transformers as Soft Reasoners over Language.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs Transformers as Soft Reasoners over Language

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T10:28:53.919976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f013cbfe-cbb1-45af-a7e0-b7f720eb84ae · outbound

This paper cites VLDB 24(6), 707–730 (Dec 2015).

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs VLDB 24(6), 707–730 (Dec 2015)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.329110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 895e2f71-bc97-4678-a414-59ba2d341db8 · outbound

This paper cites an unresolved cited work.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T10:28:54.316804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ecc52265-2789-493f-827d-dbc4f671cc7e · outbound

This paper cites TNNLS33(2), 494–514 (2021).

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs TNNLS33(2), 494–514 (2021)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.303862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0a5dd304-86f0-4847-8931-fd96b6bf7792 · outbound

This paper cites prompt engineering vs.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs prompt engineering vs

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.291036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1b7ac9fb-dfb9-43e3-9615-655bfacafc8d · outbound

This paper cites MENA: Multimodal Epistemic Network Analysis for Visualizing Competencies and Emotions.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs MENA: Multimodal Epistemic Network Analysis for Visualizing Competencies and Emotions

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T10:28:54.100764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bdf97aa0-d8c8-4040-832c-6c84bfa88fc3 · outbound

This paper cites VLDB33(1), 131–161 (2024).

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs VLDB33(1), 131–161 (2024)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.278062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 62632cca-7275-44eb-88a4-00af5a5c900d · outbound

This paper cites VLDS884(6), 15–20 (2012).

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs VLDS884(6), 15–20 (2012)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.266230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c98438a8-7b3f-42cc-9807-36bbe386bfb0 · outbound

This paper cites NeurIPs37, 68772–68802 (2024).

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs NeurIPs37, 68772–68802 (2024)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.253145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c80818ce-7cbe-4e1c-b06f-bc145d554ee6 · outbound

This paper cites Chain of Logic: Rule-Based Reasoning with Large Language Models.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs Chain of Logic: Rule-Based Reasoning with Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T10:28:53.963657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c55a0ac8-0ccb-425c-bfcb-3ef4019d493c · outbound

This paper cites In: EMNLP.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs In: EMNLP

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.237754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e57a0235-1ad8-4128-9760-2490496ea846 · outbound

This paper cites On Large-scale Evaluation of Embedding Models for Knowledge Graph Completion.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs On Large-scale Evaluation of Embedding Models for Knowledge Graph Completion

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T10:28:53.973096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2451fe96-2582-4115-8afe-ab0f498a4f8b · outbound

This paper cites In: ISWC.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs In: ISWC

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.220909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 92c67a6e-a432-4ae2-a968-855f0ee8d965 · outbound

This paper cites CACM 57(10), 78–85 (2014).

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs CACM 57(10), 78–85 (2014)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.207854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 89c585e8-efde-45f0-b167-90d6e53d18b9 · outbound

This paper cites NeurIPS 35, 24824–24837 (2022).

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs NeurIPS 35, 24824–24837 (2022)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.194925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9843a554-e7e8-49a5-a49d-144abc65d390 · outbound

This paper cites TASLP31, 1499–1510 (2023).

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs TASLP31, 1499–1510 (2023)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.180293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation d777235b-1697-4a3f-87f7-6907135cce61 · outbound

This paper cites Logical Reasoning over Natural Language as Knowledge Representation: A Survey.

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs Logical Reasoning over Natural Language as Knowledge Representation: A Survey

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T10:28:53.997494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 020d6c38-a291-4e4f-a7e0-7af27671f145 · outbound

This paper cites NeurIPS 36, 46595–46623 (2023).

Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs NeurIPS 36, 46595–46623 (2023)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T10:28:54.166836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation f3e1d6c7-9097-4bee-acd1-9f60ff6f71f7 · inbound

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules cites this paper.

Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs

Reference 2025

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T20:19:17.209627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.