Paper Citation Record · LEDGER

Enhancing Table Reasoning with Deterministic Table-State Rewards

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 2 inbound Pith citation observations for arXiv:2601.22530.

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

pith.paper-citation-record.v1
2601.22530 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T14:05:27.593292Z

measured 29 of 29 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T16:10:06.423090Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T01:33:27.290814Z

Reference resolution

27 of 27 outbound references displayed

verified exact13
verified fuzzy10
unresolved0
parse uncertain0
malformed identifier2
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b81b8625-c5da-4dad-aa01-f97b6ca4ba13 · outbound

This paper cites ISBN 9798331314385.

Enhancing Table Reasoning with Deterministic Table-State Rewards ISBN 9798331314385

Reference 1

Resolution: verified exact; doi, observed 2026-05-21T14:10:12.967592Z

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.

Observation fdcd641a-cbd1-4267-b8c2-ff53321646a9 · outbound

This paper cites Knowledge-Centric Hallucination Detection.

Enhancing Table Reasoning with Deterministic Table-State Rewards Knowledge-Centric Hallucination Detection

Reference 2

Resolution: verified exact; doi, observed 2026-05-21T14:10:12.974156Z

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.

Observation d462eb5c-cea5-4775-8cf5-c2a01dce1fc5 · outbound

This paper cites Hessel, J., Holtzman, A., Forbes, M., Le Bras, R., and Choi, Y.

Enhancing Table Reasoning with Deterministic Table-State Rewards Hessel, J., Holtzman, A., Forbes, M., Le Bras, R., and Choi, Y

Reference 3

Resolution: verified exact; doi, observed 2026-05-21T14:10:12.964700Z

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.

Observation 3835fa8d-6f1e-4b16-9e06-2ec5b11467af · outbound

This paper cites emnlp-main.595/.

Enhancing Table Reasoning with Deterministic Table-State Rewards emnlp-main.595/

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-05-21T14:10:14.046550Z

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.

Observation a4a96220-1102-4efd-b793-551a1c7bc118 · outbound

This paper cites findings-emnlp.695/.

Enhancing Table Reasoning with Deterministic Table-State Rewards findings-emnlp.695/

Reference 5

Resolution: metadata mismatch; doi, observed 2026-05-21T14:10:12.937146Z

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.

Observation 2947ba6b-eed9-46eb-9ae2-6cd9267c0f59 · outbound

This paper cites findings-acl.1016/.

Enhancing Table Reasoning with Deterministic Table-State Rewards findings-acl.1016/

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T14:10:14.048444Z

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.

Observation 66ecea2d-9b10-4200-8bcf-ec51d99d2e51 · outbound

This paper cites Jacovi, A., Caciularu, A., Goldman, O., and Goldberg, Y.

Enhancing Table Reasoning with Deterministic Table-State Rewards Jacovi, A., Caciularu, A., Goldman, O., and Goldberg, Y

Reference 7

Resolution: verified exact; doi, observed 2026-05-21T14:10:12.943782Z

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.

Observation 9693d1c2-95a0-4d9b-9162-c7fc43a56922 · outbound

This paper cites emnlp-main.574/.

Enhancing Table Reasoning with Deterministic Table-State Rewards emnlp-main.574/

Reference 8

Resolution: verified exact; doi, observed 2026-05-21T14:10:12.940407Z

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.

Observation dc355473-3884-488f-85db-025daba3d41c · outbound

This paper cites naacl-main.68/.

Enhancing Table Reasoning with Deterministic Table-State Rewards naacl-main.68/

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T14:10:14.044023Z

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.

Observation 2f534133-25b2-4839-861c-80926f48c012 · outbound

This paper cites URL https: //aclanthology.org/2025.acl-long.748/.

Enhancing Table Reasoning with Deterministic Table-State Rewards URL https: //aclanthology.org/2025.acl-long.748/

Reference 10

Resolution: verified exact; doi, observed 2026-05-21T14:10:12.949268Z

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.

Observation bd185ba4-808b-4e23-a6f8-db91cf9a7b4e · outbound

This paper cites Cosmos World Foundation Model Platform for Physical AI.

Enhancing Table Reasoning with Deterministic Table-State Rewards Cosmos World Foundation Model Platform for Physical AI

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T14:10:13.658249Z

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.

Observation 1fa2e21a-2e35-4f4f-b792-fe617a2d2719 · outbound

This paper cites ISBN 9781713871088.

Enhancing Table Reasoning with Deterministic Table-State Rewards ISBN 9781713871088

Reference 12

Resolution: verified exact; doi, observed 2026-05-21T14:10:12.929674Z

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.

Observation 84b54598-5700-4af5-9b04-5655f6aeb928 · outbound

This paper cites ISBN 979-8-89176-251-0.

Enhancing Table Reasoning with Deterministic Table-State Rewards ISBN 979-8-89176-251-0

Reference 13

Resolution: verified exact; doi, observed 2026-05-21T14:10:12.970785Z

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.

Observation b6e18bb0-9bf1-437f-ba04-efe1a6f5514c · outbound

This paper cites acl-long.390/.

Enhancing Table Reasoning with Deterministic Table-State Rewards acl-long.390/

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T14:10:14.054158Z

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.

Observation b5d5a565-36b6-49ba-9f36-977c81a679e8 · outbound

This paper cites Shang, Y ., Zhang, X., Tang, Y ., Jin, L., Gao, C., Wu, W., and Li, Y.

Enhancing Table Reasoning with Deterministic Table-State Rewards Shang, Y ., Zhang, X., Tang, Y ., Jin, L., Gao, C., Wu, W., and Li, Y

Reference 15

Resolution: verified exact; doi, observed 2026-05-21T14:10:12.921016Z

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.

Observation 904df6c6-98e6-4b2d-ab27-9dd231eec313 · outbound

This paper cites findings-acl.352/.

Enhancing Table Reasoning with Deterministic Table-State Rewards findings-acl.352/

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T14:10:14.041789Z

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.

Observation 3b74102a-58ed-4592-b126-099e4e4c450b · outbound

This paper cites Gao, S., Zhou, P., Cheng, M.-M., and Yan, S.

Enhancing Table Reasoning with Deterministic Table-State Rewards Gao, S., Zhou, P., Cheng, M.-M., and Yan, S

Reference 18

Resolution: verified exact; doi, observed 2026-05-21T14:10:12.934166Z

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.

Observation eaf2397a-d3f6-4a29-a170-42487968c917 · outbound

This paper cites emnlp-main.1173/.

Enhancing Table Reasoning with Deterministic Table-State Rewards emnlp-main.1173/

Reference 19

Resolution: verified exact; doi, observed 2026-05-21T14:10:12.960497Z

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.

Observation 6e85561b-ad84-4edb-99d9-9874672678e8 · outbound

This paper cites findings-emnlp.131/.

Enhancing Table Reasoning with Deterministic Table-State Rewards findings-emnlp.131/

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T14:10:14.052265Z

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.

Observation 3a7db5dc-78b9-4da2-a2e5-ef1e0eb407c3 · outbound

This paper cites Zhang, Y ., Henkel, J., Floratou, A., Cahoon, J., Deep, S., and Patel, J.

Enhancing Table Reasoning with Deterministic Table-State Rewards Zhang, Y ., Henkel, J., Floratou, A., Cahoon, J., Deep, S., and Patel, J

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:10:12.956257Z

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.

Observation a6170d33-3879-42de-a20a-8cea570e9403 · outbound

This paper cites findings-emnlp.695/.

Enhancing Table Reasoning with Deterministic Table-State Rewards findings-emnlp.695/

Reference 22

Resolution: verified exact; doi, observed 2026-05-21T14:10:12.946652Z

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.

Observation 42de7849-cbe0-48cc-9fb3-9ea2f96c8412 · outbound

This paper cites Global Table State.

Enhancing Table Reasoning with Deterministic Table-State Rewards Global Table State

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T14:10:14.050337Z

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.

Observation 20bc935d-18c3-4279-9d29-2e63fb7c3d9c · outbound

This paper cites imagination gap.

Enhancing Table Reasoning with Deterministic Table-State Rewards imagination gap

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T14:10:14.035289Z

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.

Observation 342a7dbd-d9ba-41ae-9a97-20006819e4a2 · outbound

This paper cites gradient.

Enhancing Table Reasoning with Deterministic Table-State Rewards gradient

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T14:10:14.039391Z

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.

Observation 3436bd52-d368-4437-8a4f-3f4e38a9df3b · outbound

This paper cites nX i=1 Zi −E nX i=1 Zi ! ≤ −t # ≤exp − 2t2 Pn i=1(1)2 By choosingt=ϵn, Pr.

Enhancing Table Reasoning with Deterministic Table-State Rewards nX i=1 Zi −E nX i=1 Zi ! ≤ −t # ≤exp − 2t2 Pn i=1(1)2 By choosingt=ϵn, Pr

Reference 26

Resolution: malformed identifier; arxiv_id, observed 2026-05-21T14:10:13.654209Z

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.

Observation badce374-8912-4637-9fc1-3ad88c62570b · outbound

This paper cites Assume an answer always exists.

Enhancing Table Reasoning with Deterministic Table-State Rewards Assume an answer always exists

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T14:10:14.033275Z

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.

Observation 97ec87bc-fb31-4a38-8076-a712952c2ae9 · outbound

This paper cites Tips (use if necessary).

Enhancing Table Reasoning with Deterministic Table-State Rewards Tips (use if necessary)

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-21T14:10:14.037459Z

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.

Pith citing papers

Observation 9fb6f6c1-16e6-4c40-bcb2-8a8af4707c65 · inbound

From Table to Cell: Attention for Better Reasoning with TABALIGN cites this paper.

From Table to Cell: Attention for Better Reasoning with TABALIGN Enhancing Table Reasoning with Deterministic Table-State Rewards

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-20T00:02:08.952549Z

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.

Observation ae1fe81a-92a3-4c02-8254-9c18c1867633 · inbound

FinSAgent: Corpus-Aligned Multi-Agent RAG Framework for Evidence-Grounded SEC Filing Question Answering cites this paper.

FinSAgent: Corpus-Aligned Multi-Agent RAG Framework for Evidence-Grounded SEC Filing Question Answering Enhancing Table Reasoning with Deterministic Table-State Rewards

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-01T16:10:06.423090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.