Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T20:31:40.479851Z
Paper Citation Record · LEDGER
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models
As of 8 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 1 inbound Pith citation observation for arXiv:2508.10339.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T04:30:38.448384Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T04:30:49.738788Z
Reference resolution
24 of 24 outbound references displayed
- verified exact1
- verified fuzzy1
- unresolved22
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6193f820-3f69-4bd8-82d9-508879bb1db4 · outbound
This paper cites online" 'onlinestring :=.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models online" 'onlinestring :=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:38.190779Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5ccb689-6d1d-4532-8319-8ac83ce305de · outbound
This paper cites write newline.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:38.265439Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9627a0c5-b0b3-4bb3-aace-d367930476db · outbound
This paper cites PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:38.470318Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5add4ffd-e03d-4957-a721-7c7cc7ce0c0c · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T20:31:42.454645Z
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 9c68df4a-2ce6-4e09-9029-597b53eeb8ae · outbound
This paper cites ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:38.690498Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a1d2ea90-3c67-4c28-85a0-dec8d8f3362c · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:38.747340Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da4d8783-5a4e-4947-8969-7806fbfe6de6 · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:38.815120Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55166573-d3d3-4cdf-aa9f-6ccf8a0bdedd · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:38.916203Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c087a1b-b810-421c-918b-b70ed7a71dfc · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:39.011573Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30f30376-d5cb-447f-b8d4-cafc86b51748 · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T20:31:42.288346Z
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 383afb1c-011d-4ffd-a611-a50bc4c526c6 · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T20:31:42.098995Z
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 80906d0a-4b5c-48a5-9879-9fba4292acf1 · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T20:31:41.883146Z
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 b7ab5d98-2f0f-406d-99ae-cb4505a25b15 · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:39.382638Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 609a2f3d-63d3-44c4-ae2f-e86673285993 · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:39.493307Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a73a6a8-db70-40c5-a914-8ba44ca6d44a · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T20:31:41.707148Z
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 c9674c2b-4a51-4a8d-88d0-e63b2beac8a0 · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T20:31:41.492273Z
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 c798dc8d-8b30-424e-973c-7d1663b908c2 · outbound
This paper cites O pen A I P latform --- platform.openai.com.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models O pen A I P latform --- platform.openai.com
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T20:31:41.332787Z
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 b606f51e-167c-41e5-8aba-9cca7e9081c8 · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:39.836286Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc3bf3fd-ac4e-4b85-9541-78c3a103ab84 · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T20:31:41.142409Z
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 a4fa6a35-6185-44e9-a65d-26dcc4af8a18 · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T20:31:40.978857Z
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 64ccbeac-635e-4514-b27b-07490bca8b20 · outbound
This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:40.173350Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 617a57da-1479-4d0e-ae8a-3cea43d6bebe · outbound
This paper cites Separating Skills and Concepts for Novel Visual Question Answering.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Separating Skills and Concepts for Novel Visual Question Answering
Reference 22
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T20:31:40.725031Z
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 34f6f33e-2516-49ae-b2fc-17e9509a095d · outbound
This paper cites an unresolved cited work.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:40.372539Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23b68922-6127-4b12-a9b5-f5bc4adec7c8 · outbound
This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.
Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:31:40.479851Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation d332b2ae-1cc2-4932-99a7-15062ac05017 · inbound
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning cites this paper.
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning Concepts or Skills? Rethinking Instruction Selection for Multi-modal Models
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T04:30:49.742374Z
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.