Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:07:06.220627Z
Paper Citation Record · LEDGER
TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation
As of 20 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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 2026-08-20T06:33:59.587034+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.