Paper Citation Record · LEDGER

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent

As of 21 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2607.17044.

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

pith.paper-citation-record.v1
2607.17044 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T19:15:25.036483Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

12 of 12 outbound references displayed

verified exact0
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 59dee0e3-7ee8-4dd4-b657-0f6ed005dbd8 · outbound

This paper cites an unresolved cited work.

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T19:15:24.107193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40e0fe0a-024d-41b6-8072-c3acaa789495 · outbound

This paper cites GAIA: a benchmark for General AI Assistants.

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent GAIA: a benchmark for General AI Assistants

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T19:15:24.192143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eba2282-a61c-4eb5-a6e9-612be3929bd5 · outbound

This paper cites an unresolved cited work.

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T19:15:24.274380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa8f087d-61ed-4c7e-8a92-6b16f448f865 · outbound

This paper cites an unresolved cited work.

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T19:15:24.382928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e69dd81e-b2dc-4086-90d3-637438ecf824 · outbound

This paper cites an unresolved cited work.

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T19:15:24.457107Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c089dc3-2780-42c7-b0f5-322794b95bef · outbound

This paper cites an unresolved cited work.

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T19:15:24.542345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31879d2c-7196-45db-be26-b0c208abbecd · outbound

This paper cites an unresolved cited work.

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T19:15:24.616294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3b41884-1ed3-4fcb-b3d1-e3afa5dfdf60 · outbound

This paper cites an unresolved cited work.

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T19:15:24.677781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26377eaa-397e-401c-b70e-06c303db7041 · outbound

This paper cites an unresolved cited work.

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T19:15:24.765236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a817257b-7402-4d9f-86a1-07a713e26c09 · outbound

This paper cites Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering.

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T19:15:24.865740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 468d30b9-b587-42db-991a-ec8f65b74363 · outbound

This paper cites an unresolved cited work.

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T19:15:24.939897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3838bc64-7627-4891-9d20-295097081969 · outbound

This paper cites R., Feng, S.

Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent R., Feng, S

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T19:15:25.036483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.