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Paper Citation Record · LEDGER

TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2503.10970.

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

pith.paper-citation-record.v1
2503.10970 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:54:43.182462Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-10T18:57:31.497187Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c4cfedb8-e1ae-485a-b25e-1655c470fca4 · inbound

El Agente: An Autonomous Agent for Quantum Chemistry cites this paper.

El Agente: An Autonomous Agent for Quantum Chemistry TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-16T00:54:43.182462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:54:43.182462Z digest=sha256:00f214e24fa89e2b78b90c85d6852452595789bf8d71d8e029f626bdbc2cc358

Observation abeaa05f-1c1e-4fa8-94a1-2ac2e5cb988c · inbound

STELLA: Self-Evolving LLM Agent for Biomedical Research cites this paper.

STELLA: Self-Evolving LLM Agent for Biomedical Research TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T21:03:51.756812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:03:51.756812Z digest=sha256:b7236da02f084e930fec93d0fb92060556db24b7965123854203b5faefb7cc45

Observation 6f9d6b9a-eed3-4a2a-8f6f-b3ff47118948 · inbound

A Survey on Agent Workflow -- Status and Future cites this paper.

A Survey on Agent Workflow -- Status and Future TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T05:52:41.872462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T05:52:41.872462Z digest=sha256:d41ea79f204642edbb6a427ba9a5c754c9410b617dbe4442040104f9fed2044f

Observation bcff5c31-1a3a-42b9-a184-75a8e27f536b · inbound

A Multi-Layered Framework for Modeling Human Biology: From Basic AI Agents to a Full-Body AI Agent cites this paper.

A Multi-Layered Framework for Modeling Human Biology: From Basic AI Agents to a Full-Body AI Agent TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-05T15:32:37.369811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:32:37.369811Z digest=sha256:4182af6d68c4b278e02cd25480d04ae94dc45509e68211dd78fefda7657b35ad

Observation b7ceac74-f044-4d96-9db0-00e8935cacb9 · inbound

YAC: Bridging Natural Language and Interactive Visual Exploration with Generative AI for Biomedical Data Discovery cites this paper.

YAC: Bridging Natural Language and Interactive Visual Exploration with Generative AI for Biomedical Data Discovery TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-21T22:14:23.567610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-21T22:10:43.859139Z digest=sha256:250bcc5c316373744b1682553de47ec804400c2b87a824108c91aa1bbe55d33d

Observation 98277260-e03b-49e7-80ee-63e63289bc43 · inbound

The limits of bio-molecular modeling with large language models : a cross-scale evaluation cites this paper.

The limits of bio-molecular modeling with large language models : a cross-scale evaluation TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 35

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T20:13:13.884804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-13T20:09:30.460861Z digest=sha256:26e13ebbf30de12dc44c327caecf3f7c451b9ee3e59d4b4cb2bcb0a9b43428d6

Observation f19a8c7f-1ef7-4bbb-9d18-fbd7e44db452 · inbound

Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering cites this paper.

Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 41

Resolution
verified exact
arxiv_id, observed 2026-05-11T06:21:00.257676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-05-10T17:40:14.733882Z digest=sha256:0348aed9910438d7e85fe4a49f55da1f7087d1abb762a9c70e0d07a0e24100b8

Observation 23c92b51-9940-4305-857d-88360a019178 · inbound

Large Language Models Meet Biomedical Knowledge Graphs for Mechanistically Grounded Therapeutic Prioritization cites this paper.

Large Language Models Meet Biomedical Knowledge Graphs for Mechanistically Grounded Therapeutic Prioritization TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:43:01.373081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-10T08:41:06.586432Z digest=sha256:8638cbd0c4a2a339d7e5ea16bc2ee1708f040d7834efffe2f5e4fac2593a0242

Observation 4b042733-b586-4926-9945-eb37f9fe84ba · inbound

MolClaw: An Autonomous Agent with Hierarchical Skills for Drug Molecule Evaluation, Screening, and Optimization cites this paper.

MolClaw: An Autonomous Agent with Hierarchical Skills for Drug Molecule Evaluation, Screening, and Optimization TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-13T21:28:17.532966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-13T21:27:30.298018Z digest=sha256:4e681b620e744da3672c402372b36d287d4de485d6f4ea05cb521a679d1078cf

Observation 40a773be-e363-4f75-b78a-695135cd9322 · inbound

MolClaw: An Autonomous Agent with Hierarchical Skills for Drug Molecule Evaluation, Screening, and Optimization cites this paper.

MolClaw: An Autonomous Agent with Hierarchical Skills for Drug Molecule Evaluation, Screening, and Optimization TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-21T10:50:01.507523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-21T10:46:29.797455Z digest=sha256:97541e4b3cf3574d4d5b3ad235650761329bae392bf9600202ba67c1bc643f4b

Observation 59250ca0-c40b-42ca-ad18-6ed17c9dcb12 · inbound

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work cites this paper.

Vibe Medicine: Redefining Biomedical Research Through Human-AI Co-Work TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:16:12.497627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-08T06:16:16.121447Z digest=sha256:cf7f6f8207d98df03761e08db93fe3bdbd0fc549c115a4c9cdea32e465dace91

Observation b3fb386e-f993-494b-892f-e5c4f08519c4 · inbound

AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation cites this paper.

AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-06-29T12:43:25.730323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-29T12:39:00.460842Z digest=sha256:990f308c4007e5c1039b9c7f82ef2f6fe268d9ca9dc43d8e4ef4a642f5a96af6

Observation 0feea93a-9763-44bd-8343-305173300b10 · inbound

DrugClaw and DrugAudit: A Primary-Source-Grounded Agent and Authority-Aware Benchmark for Drug-Information Question Answering cites this paper.

DrugClaw and DrugAudit: A Primary-Source-Grounded Agent and Authority-Aware Benchmark for Drug-Information Question Answering TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 69

Resolution
verified exact
arxiv_id, observed 2026-07-01T21:26:16.454305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-06-28T16:53:45.932631Z digest=sha256:1bf2bf507e5463dba3030112d24e6e1610a1d7db46d00ae7c61e162f91bf97a2

Observation 8ef96fb2-60eb-49b2-b210-097fe5550eaa · inbound

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning cites this paper.

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 129

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T18:57:31.498650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-07-10T18:50:22.827472Z digest=sha256:2f503dc221b9d835a37844d1f98f5d8284eedb84899c74109e77a2659dc1970a

Observation 40af2f5b-6ba2-4849-b2ba-48fc6f650145 · inbound

The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy cites this paper.

The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 71

Resolution
unresolved
no resolver link, observed 2026-07-14T06:30:16.612345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T06:30:16.612345Z digest=sha256:94f2aaf1b8e4412b428fba82d6c16d2a9fdb6604914d1bf9e61b42872bf6a083

Observation 4845c81f-1165-4533-bc6d-ec168f07a1d2 · inbound

Evidence-Grounded AI for Musculoskeletal Care cites this paper.

Evidence-Grounded AI for Musculoskeletal Care TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-02T06:32:29.768582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:32:29.768582Z digest=sha256:7070cc7c30de54fe5e293d4549536b0e679707d0e5412e41b35682606698e27f

Observation 19ef3194-01c0-4522-ad76-442d85301a4b · inbound

Evaluating Agentic Bioinformatics through Function, Evidence, and Validation cites this paper.

Evaluating Agentic Bioinformatics through Function, Evidence, and Validation TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-01T05:48:19.884755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T05:48:19.884755Z digest=sha256:70154e52d3f13c0a639b091b77662b25de7411408ed54b30709784af2e23020d

Observation 9cde769e-37ca-430e-a5b3-364c23f1ea07 · inbound

EMBL AI Librarian: Life-Sciences Knowledge Layer for AI Agents cites this paper.

EMBL AI Librarian: Life-Sciences Knowledge Layer for AI Agents TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-07-31T14:00:21.831142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T14:00:21.831142Z digest=sha256:d6be07ce726102a14df24e33fc234e1821714b006d061daa55b66d62b70a830c

Observation 51c05c3e-7686-4530-a1d5-b6fcb300517e · inbound

CAi Copilot: Reducing Operational Workload in Molecular Design through Intent-Driven Agentic Workflows cites this paper.

CAi Copilot: Reducing Operational Workload in Molecular Design through Intent-Driven Agentic Workflows TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T17:37:17.007929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:37:17.007929Z digest=sha256:0b8c6661e6045f4154825ed1a6aadc2a7b5d8ed13e6f342efc07f4ae4e20ced3