Paper Citation Record · LEDGER

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation

As of 22 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2505.20016.

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

pith.paper-citation-record.v1
2505.20016 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:07:06.220627Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

26 of 26 outbound references displayed

verified exact0
verified fuzzy10
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 055a6cde-14bb-41f9-beb7-9656e136fb43 · outbound

This paper cites an unresolved cited work.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:11.142657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ba4c12f1-f000-44da-a012-dcb0e846a0ce · outbound

This paper cites IMPORTANT: The scenario you simulate CAN NOT contain any explicit questions.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation IMPORTANT: The scenario you simulate CAN NOT contain any explicit questions

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:10.974969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 269c8ce6-6892-4f44-88bf-6354a3c6ad58 · outbound

This paper cites an unresolved cited work.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:10.412900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cb96ded7-08a1-44a4-9312-04c8a92107a8 · outbound

This paper cites an unresolved cited work.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:10.233442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fe6b221e-926b-4dd1-a271-fedea5a968d5 · outbound

This paper cites an unresolved cited work.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:10.034573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4880fcb2-dd3d-4979-b4d4-f08a0dea0d58 · outbound

This paper cites an unresolved cited work.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:10.794356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cd0d99e1-e6e4-4186-8cc0-abbea1817e34 · outbound

This paper cites an unresolved cited work.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:10.573928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation adb0513c-e226-4608-a938-218b093dc424 · outbound

This paper cites an unresolved cited work.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:09.845616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4fc4fa3b-1d81-44a0-8b7a-60b8479ec663 · outbound

This paper cites an unresolved cited work.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:09.653442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 81172007-f6c0-4ffc-acbf-232dc8ad524e · outbound

This paper cites Additional Information: {add_info} Note:.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Additional Information: {add_info} Note:

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:09.354763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 739ba56b-f89b-43b9-b312-e6c067ac19e6 · outbound

This paper cites an unresolved cited work.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:09.103283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fd6b7cae-36fd-455d-ba4a-cd0186db017c · outbound

This paper cites Prompt ofQuery Generation: Imagine that there is a answerer.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Prompt ofQuery Generation: Imagine that there is a answerer

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:08.885483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c65e2689-9b68-44ca-bbeb-270e89d2ffd3 · outbound

This paper cites an unresolved cited work.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:08.595594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5ef217dc-fcbf-4604-958e-79a0e7bb43b0 · outbound

This paper cites an unresolved cited work.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:08.438514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6ddcd7e3-a707-4ad9-ad43-a07a4089e918 · outbound

This paper cites an unresolved cited work.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:08.208428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7c314dcc-95de-4cee-b88c-7ded8d454725 · outbound

This paper cites The prompts using in the data construction to simulate the user’s instructions: USER_PROMPT_STEP_1: Please call one tool related to the scenarios: {choos- ing_scenes}.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation The prompts using in the data construction to simulate the user’s instructions: USER_PROMPT_STEP_1: Please call one tool related to the scenarios: {choos- ing_scenes}

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:08.006147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c08d6093-73dc-4464-98dd-90d25a2b578f · outbound

This paper cites an unresolved cited work.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:07:07.833915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9d46b204-bfaa-44a7-916c-eec001ac5bb6 · outbound

This paper cites function.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation function

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:07.611296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4fe45c35-c01a-4c8d-a40f-1ae7cc25d41f · outbound

This paper cites type": "function.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation type": "function

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:07.331953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1a8c713a-f5b8-4df5-9310-fa66d70c773f · outbound

This paper cites type": "function.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation type": "function

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:07.146140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2e998008-513b-4d57-b808-edd5b46369b6 · outbound

This paper cites type": "function.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation type": "function

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:06.948658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2ad978f0-9faa-4369-aadc-461fe28a7c4f · outbound

This paper cites type": "function.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation type": "function

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:06.708807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d830889e-d252-472c-9f17-1d48be2e8a1b · outbound

This paper cites type": "function.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation type": "function

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:07:06.454291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f1529fd5-2f0b-4a99-93ad-55036da257b0 · outbound

This paper cites Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:03.055301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e664c9c-175b-4eb2-a3ca-66f358864116 · outbound

This paper cites Proximal Policy Optimization Algorithms.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation Proximal Policy Optimization Algorithms

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:03.323486Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef4a4f6b-8862-486a-a681-ec1d1aefd948 · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation AgentBench: Evaluating LLMs as Agents

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T14:07:03.176854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.