Paper Citation Record · LEDGER

Do not Abstain! Identify and Solve the Uncertainty

As of 8 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2506.00780.

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

pith.paper-citation-record.v1
2506.00780 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:03:55.169625Z

measured 31 of 31 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 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

31 of 31 outbound references displayed

verified exact0
verified fuzzy11
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 59ac4b36-502a-451f-a76a-1ea49525322b · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:04:02.507469Z

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 c9351431-1527-48bb-8b33-e1aab3bdc41b · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:04:02.341542Z

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 227ec0a5-16a7-493b-9703-e466a8c67c70 · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:04:02.164294Z

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 917ee5d7-199f-4488-a867-a247281eb195 · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:04:01.982065Z

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 b094e45d-3428-4f92-bd01-54c71846436a · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:04:00.377090Z

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 1f802e23-e2d0-477a-b0f1-6190b6a2413a · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:03:59.537389Z

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 b22dc8d8-442e-436a-ae87-d216a0307320 · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:04:01.214328Z

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 b6a1a4a1-3c7a-4031-90af-febce4af883c · outbound

This paper cites s t e p _ b y _ s t e p _ t h i n k i n g.

Do not Abstain! Identify and Solve the Uncertainty s t e p _ b y _ s t e p _ t h i n k i n g

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:00.917247Z

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 09cc78a5-6ba5-4717-b83b-195e9a2c5233 · outbound

This paper cites Also , the obscured query should not be answerable , or it have many answers , and the clarified query should be similar to the original query and should be answerable.

Do not Abstain! Identify and Solve the Uncertainty Also , the obscured query should not be answerable , or it have many answers , and the clarified query should be similar to the original query and should be answerable

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:00.632734Z

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 5c88e7e9-7eaf-4406-ab73-ec36829a1695 · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:04:00.147254Z

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 3fc12f61-0ad4-49f4-8299-a1632df9b168 · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:04:01.775382Z

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 e154a7d5-f70f-49dc-b1a2-55870032c014 · outbound

This paper cites what is the man's name.

Do not Abstain! Identify and Solve the Uncertainty what is the man's name

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:04:01.510119Z

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 735b4d54-af45-4e98-ad3f-8a392c22f78b · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:03:59.889374Z

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 9f2c5092-0fd3-4f02-83ed-36f155f4a1cf · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:03:59.672213Z

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 97fb9f89-f033-4136-b678-8e5d95694a22 · outbound

This paper cites s t e p _ b y _ s t e p _ t h i n k i n g.

Do not Abstain! Identify and Solve the Uncertainty s t e p _ b y _ s t e p _ t h i n k i n g

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:03:59.317246Z

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 86efbae4-bfd5-4c7a-b9de-38ad5f079ba6 · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:03:59.135909Z

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 7711cc35-f4e2-4d27-add4-b992c173db1e · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:03:58.885092Z

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 34213c57-87f7-4f43-9056-c77c5732dc28 · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:03:58.594042Z

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 fc6c6091-bed1-4d01-905e-d16b47fc078c · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:03:58.279190Z

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 fc513d6f-fa5f-43c3-af87-3f6e62cf8232 · outbound

This paper cites step by step thinking.

Do not Abstain! Identify and Solve the Uncertainty step by step thinking

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:03:58.099051Z

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 939dae4b-be74-448b-a648-8660a14dee3a · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:03:57.888655Z

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 a48fb6a1-b0f2-43f3-b26c-2d20a344e80a · outbound

This paper cites Inquiry.

Do not Abstain! Identify and Solve the Uncertainty Inquiry

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:03:57.668757Z

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 c0c738b8-c0f5-4d57-9f42-837ebf29a9f9 · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:03:57.294309Z

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 d0c79618-a9ee-4796-bfe6-ec7aa4ed627e · outbound

This paper cites No matter what the inquiry is , you should generate an answer.

Do not Abstain! Identify and Solve the Uncertainty No matter what the inquiry is , you should generate an answer

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:03:57.018183Z

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 2fa11986-9a0a-4fcb-837e-730f1f081c9e · outbound

This paper cites This means you should strive to offer a response that differs from the Possible Answers.

Do not Abstain! Identify and Solve the Uncertainty This means you should strive to offer a response that differs from the Possible Answers

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:03:56.853643Z

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 30275858-faf1-4d4c-b0ac-02766f6033d2 · outbound

This paper cites This means you should aim to provide an answer that is distinct from the Possible Answers.

Do not Abstain! Identify and Solve the Uncertainty This means you should aim to provide an answer that is distinct from the Possible Answers

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:03:56.561285Z

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 cf24482f-b266-432e-97c4-8dccc2cb6c93 · outbound

This paper cites an unresolved cited work.

Do not Abstain! Identify and Solve the Uncertainty Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:03:56.125070Z

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 a32cab5e-dde5-4e28-9755-63f076dd8ccc · outbound

This paper cites Remember , you should answer with only the title / name of the document / API.

Do not Abstain! Identify and Solve the Uncertainty Remember , you should answer with only the title / name of the document / API

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:03:55.841901Z

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 93f82dbd-6ade-419f-b3cd-c14dcbd21387 · outbound

This paper cites Thought.

Do not Abstain! Identify and Solve the Uncertainty Thought

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:03:55.519457Z

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 708f84de-c075-4007-ac47-454f2cf4c6e4 · outbound

This paper cites Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing.

Do not Abstain! Identify and Solve the Uncertainty Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T12:03:49.727328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b619e2f-7565-4300-82ac-a61a474f14b8 · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

Do not Abstain! Identify and Solve the Uncertainty Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T12:03:49.845257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.