Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T16:18:54.747490Z
Paper Citation Record · LEDGER
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning
As of 6 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 3 inbound Pith citation observations for arXiv:2512.14157.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-27T10:21:12.782864Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T09:37:49.455068Z
Reference resolution
16 of 16 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved16
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d26705a4-fd79-449a-ad7b-2666fee9f612 · outbound
This paper cites an unresolved cited work.
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:53.688561Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dd9be59-3cfa-403c-b5df-b578513a4970 · outbound
This paper cites an unresolved cited work.
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning Unresolved cited work
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:53.730829Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41ea7d4a-26aa-4de8-8a39-f6f6d2c9cb22 · outbound
This paper cites an unresolved cited work.
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:53.798026Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bccfdda-73c0-4455-b875-93119971857d · outbound
This paper cites Question.
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:53.849031Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3494742b-5402-4860-9623-4b019b5bed7b · outbound
This paper cites an unresolved cited work.
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning Unresolved cited work
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:53.918403Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b6ed5b7-54b5-4f13-9ee2-952e23f502e4 · outbound
This paper cites an unresolved cited work.
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:53.962021Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1fcc272-6060-4f8c-9f78-ff3612cc6acf · outbound
This paper cites an unresolved cited work.
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:54.026045Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bb2cd6e-2e0e-4505-b102-9b2a0ebbfded · outbound
This paper cites Question.
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:54.124811Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa76cd59-c235-43c1-8583-f8c07e1dc6f9 · outbound
This paper cites • Keys Question, Options, Answer exist.
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning • Keys Question, Options, Answer exist
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:54.231206Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 991b699d-8d20-4dc9-b2fb-e71de275a251 · outbound
This paper cites • Professional, precise clinical terminology; no vague or colloquial phrasing.
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning • Professional, precise clinical terminology; no vague or colloquial phrasing
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:54.271019Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bde6a408-750a-4618-a9da-3a706c4f092b · outbound
This paper cites • High correlation with the target region: content should pertain to structures/findings inside or tightly adjacent to the masked area.
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning • High correlation with the target region: content should pertain to structures/findings inside or tightly adjacent to the masked area
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:54.337914Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebd6e4e9-51c5-492b-861f-50b0c7ddd82e · outbound
This paper cites All of the above,.
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning All of the above,
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:54.388615Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0501bf2c-318d-4b78-9b14-a8f2f6cf9955 · outbound
This paper cites question not grounded to target region.
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning question not grounded to target region
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:54.433181Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ad30a80-eba1-4452-a286-68ea9f74b383 · outbound
This paper cites Break down the problem: what is being asked, and what information or measurements might be needed from the image? Plan an approach before using any tool.
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning Break down the problem: what is being asked, and what information or measurements might be needed from the image? Plan an approach before using any tool
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:54.526168Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b987be3d-cf5f-4bf0-9295-e963b0aff270 · outbound
This paper cites liver tumor.
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:54.647546Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32e258f4-39e9-4cd5-8f35-b38561f07132 · outbound
This paper cites • End your reasoning chain with an Answer action.
Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning • End your reasoning chain with an Answer action
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T16:18:54.747490Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 400d5369-d121-4927-ad60-5d43a2f7c36c · inbound
MedScribe: Clinically Grounded CT Reporting through Agentic Workflows cites this paper.
MedScribe: Clinically Grounded CT Reporting through Agentic Workflows Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T02:17:08.134060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 38d189d6-807b-4b54-aca2-95699fb319cf · inbound
DeepTumorVQA: A Hierarchical 3D CT Benchmark for Stage-Wise Evaluation of Medical VLMs and Tool-Augmented Agents cites this paper.
DeepTumorVQA: A Hierarchical 3D CT Benchmark for Stage-Wise Evaluation of Medical VLMs and Tool-Augmented Agents Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T02:17:08.134060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 71c8a5fa-1579-43e8-a54d-07039f4df236 · inbound
UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA cites this paper.
UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA Ophiuchus: Incentivizing Tool-augmented "Think with Images" for Joint Medical Segmentation, Understanding and Reasoning
Reference 278
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T09:37:49.456436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.