Paper Citation Record · LEDGER

Interpretable Reward Modeling with Active Concept Bottlenecks

As of 16 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2507.04695.

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

pith.paper-citation-record.v1
2507.04695 v2

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:47:25.765586Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:20:37.166202Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T00:20:37.869317Z

Reference resolution

21 of 21 outbound references displayed

verified exact0
verified fuzzy15
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5eef4a6c-981f-4565-bb3b-9eeae64204d2 · outbound

This paper cites write newline.

Interpretable Reward Modeling with Active Concept Bottlenecks write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T19:47:24.081768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b4e731a-b63d-43af-b7f0-aee94be7b0c2 · outbound

This paper cites APACrefauthors \ 2023.

Interpretable Reward Modeling with Active Concept Bottlenecks APACrefauthors \ 2023

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:28.442856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d29b7fc5-8499-4fee-8b49-65e982569c3c · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

Interpretable Reward Modeling with Active Concept Bottlenecks Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T19:47:24.210173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ea9d9e9-6f85-4a22-9fb0-79ebc1b393ec · outbound

This paper cites \ Terry, M E.

Interpretable Reward Modeling with Active Concept Bottlenecks \ Terry, M E

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:28.261989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a3ac7094-92ee-4b1c-b60b-58fb1653892a · outbound

This paper cites , Davies, X.

Interpretable Reward Modeling with Active Concept Bottlenecks , Davies, X

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:27.999761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 033bab4f-b169-4a98-ab34-0456e9614a57 · outbound

This paper cites , Tiwari, R.

Interpretable Reward Modeling with Active Concept Bottlenecks , Tiwari, R

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:27.824549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 032cbbfe-180a-46be-9c03-2159619522a1 · outbound

This paper cites , Leike, J.

Interpretable Reward Modeling with Active Concept Bottlenecks , Leike, J

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:27.641464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cb262256-cd83-473d-bf74-a5a86ce9cc68 · outbound

This paper cites , Yuan, L.

Interpretable Reward Modeling with Active Concept Bottlenecks , Yuan, L

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:27.434564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 291dad63-2f49-4778-aec5-c91fd5f6e51f · outbound

This paper cites Towards A Rigorous Science of Interpretable Machine Learning.

Interpretable Reward Modeling with Active Concept Bottlenecks Towards A Rigorous Science of Interpretable Machine Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:47:25.104628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59dec3b7-98a3-41c9-9b23-470be6114da5 · outbound

This paper cites , Asghari, S M.

Interpretable Reward Modeling with Active Concept Bottlenecks , Asghari, S M

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:27.259032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ba2bc4ae-d35c-4cce-880d-e514e9f417a7 · outbound

This paper cites Bayesian Active Learning for Classification and Preference Learning.

Interpretable Reward Modeling with Active Concept Bottlenecks Bayesian Active Learning for Classification and Preference Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:47:25.247865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a6f375e-c236-4a49-b422-0d13513133a5 · outbound

This paper cites \ van der Schaar, M.

Interpretable Reward Modeling with Active Concept Bottlenecks \ van der Schaar, M

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:27.048608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 912ed047-bd96-410a-8a96-7b5e06a850cb · outbound

This paper cites , Nguyen, T.

Interpretable Reward Modeling with Active Concept Bottlenecks , Nguyen, T

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:26.941383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a582853c-37d0-439b-a373-ce4da9cba980 · outbound

This paper cites , Marcinkevi c s, R.

Interpretable Reward Modeling with Active Concept Bottlenecks , Marcinkevi c s, R

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:26.738903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 15c26366-f8d9-4be8-ae2e-1e8e88a61cb3 · outbound

This paper cites , Vandenhirtz, M.

Interpretable Reward Modeling with Active Concept Bottlenecks , Vandenhirtz, M

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:26.604179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 58e759a4-8eb1-4605-a850-87a739b9f9db · outbound

This paper cites , Tigas, P.

Interpretable Reward Modeling with Active Concept Bottlenecks , Tigas, P

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:26.471978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ab722322-aa18-4bb5-bb99-e1017cf3045a · outbound

This paper cites an unresolved cited work.

Interpretable Reward Modeling with Active Concept Bottlenecks Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:47:26.362934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 17e9fbe4-eacf-47b2-9caa-9458aa432845 · outbound

This paper cites , Tong, M.

Interpretable Reward Modeling with Active Concept Bottlenecks , Tong, M

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:26.263419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 832c0754-110d-4a74-8e25-3c0aa6a6b5ed · outbound

This paper cites an unresolved cited work.

Interpretable Reward Modeling with Active Concept Bottlenecks Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:47:26.149414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7da24d6f-24c8-4d0c-a1f0-ac908d13fcc9 · outbound

This paper cites , Laguna, S.

Interpretable Reward Modeling with Active Concept Bottlenecks , Laguna, S

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:26.042530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 91ecbff0-286f-4b19-a0ef-5fbf5a2b2668 · outbound

This paper cites , Xiong, W.

Interpretable Reward Modeling with Active Concept Bottlenecks , Xiong, W

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:47:25.935126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation 966dfa20-63be-4dbf-aca6-0c6a9e476208 · inbound

CraftAlign: Feature-Grounded Evaluation and Revision Guidance for AI Stories cites this paper.

CraftAlign: Feature-Grounded Evaluation and Revision Guidance for AI Stories Interpretable Reward Modeling with Active Concept Bottlenecks

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T00:20:37.938981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.