Paper Citation Record · LEDGER

Blueprint First, Model Second: A Framework for Deterministic LLM Workflow

As of 10 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 6 inbound Pith citation observations for arXiv:2508.02721.

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

pith.paper-citation-record.v1
2508.02721 v2

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:19:41.762040Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T15:46:54.344384Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

11 of 11 outbound references displayed

verified exact0
verified fuzzy0
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

1
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 49eca56b-43f2-454d-a14c-defac336f043 · outbound

This paper cites arXiv preprint arXiv:2506.10343.

Blueprint First, Model Second: A Framework for Deterministic LLM Workflow arXiv preprint arXiv:2506.10343

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:41.130474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0b59942-1962-4ca5-a2c1-2c8a5a15e0b3 · outbound

This paper cites GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model.

Blueprint First, Model Second: A Framework for Deterministic LLM Workflow GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:41.224644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25c32aa4-317d-461d-926e-4dc544865b3a · outbound

This paper cites The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey.

Blueprint First, Model Second: A Framework for Deterministic LLM Workflow The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:41.291072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46bb07d5-62ee-4fd2-9276-47138b87eb98 · outbound

This paper cites GPT-4 Technical Report.

Blueprint First, Model Second: A Framework for Deterministic LLM Workflow GPT-4 Technical Report

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:41.352692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93a4553f-d7d6-4255-b269-9aa8b702d1d9 · outbound

This paper cites To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning.

Blueprint First, Model Second: A Framework for Deterministic LLM Workflow To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:41.427423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e3a5f9f-22cb-40f2-a030-ca37651358f2 · outbound

This paper cites Faithful Logical Reasoning via Symbolic Chain-of-Thought.

Blueprint First, Model Second: A Framework for Deterministic LLM Workflow Faithful Logical Reasoning via Symbolic Chain-of-Thought

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:41.577595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6a641d7-7d2b-4dd7-abf2-3707f77e5d05 · outbound

This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.

Blueprint First, Model Second: A Framework for Deterministic LLM Workflow $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:41.668214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4965d6a-a2e8-4cd7-818d-9d417c1191d3 · outbound

This paper cites RePair: Automated Program Repair with Process-based Feedback.

Blueprint First, Model Second: A Framework for Deterministic LLM Workflow RePair: Automated Program Repair with Process-based Feedback

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T10:19:41.946038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2292cc21-2bf8-41c5-ba82-d7e0266c9b84 · outbound

This paper cites Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models.

Blueprint First, Model Second: A Framework for Deterministic LLM Workflow Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:41.510167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5560e19-928c-4e35-887e-490edbb026a0 · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

Blueprint First, Model Second: A Framework for Deterministic LLM Workflow Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:40.996642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03d8b323-8799-4027-85d9-ed781347f27e · outbound

This paper cites Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions.

Blueprint First, Model Second: A Framework for Deterministic LLM Workflow Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T10:19:41.034651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1b14e507-c7df-4d60-aaf8-f74505252c1d · inbound

Deterministic vs. LLM-Controlled Orchestration for COBOL-to-Python Modernization cites this paper.

Deterministic vs. LLM-Controlled Orchestration for COBOL-to-Python Modernization Blueprint First, Model Second: A Framework for Deterministic LLM Workflow

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-19T17:10:17.016225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f8945367-c960-48cb-a233-5ec5de9a15e5 · inbound

GraphBit: A Graph-based Agentic Framework for Non-Linear Agent Orchestration cites this paper.

GraphBit: A Graph-based Agentic Framework for Non-Linear Agent Orchestration Blueprint First, Model Second: A Framework for Deterministic LLM Workflow

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-06-19T17:10:17.016225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c096945-b895-452b-a9c7-84f15de6219f · inbound

Broadening Access to Transportation Safety Data with Generative AI: A Schema-Grounded Framework for Spatial Natural Language Queries cites this paper.

Broadening Access to Transportation Safety Data with Generative AI: A Schema-Grounded Framework for Spatial Natural Language Queries Blueprint First, Model Second: A Framework for Deterministic LLM Workflow

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-19T17:10:17.016225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4139f1d8-453d-4a68-a017-eac2e04a37b5 · inbound

Model-Native Computing Architecture: Envisioning Future System Architecture Through the Lens of Computer Architecture cites this paper.

Model-Native Computing Architecture: Envisioning Future System Architecture Through the Lens of Computer Architecture Blueprint First, Model Second: A Framework for Deterministic LLM Workflow

Reference 129

Resolution: verified exact; local_arxiv, observed 2026-07-01T19:36:09.294002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9c2d2003-13fc-4055-afb1-0be7cdcac4d8 · inbound

Reason Less, Verify More: Deterministic Gates Recover a Silent Policy-Violation Failure Mode in Tool-Using LLM Agents cites this paper.

Reason Less, Verify More: Deterministic Gates Recover a Silent Policy-Violation Failure Mode in Tool-Using LLM Agents Blueprint First, Model Second: A Framework for Deterministic LLM Workflow

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-09T12:06:13.582901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ac695f7c-4eac-4bb7-8f16-a0b9c247ddbc · inbound

Reason Less, Verify More: Deterministic Gates Recover a Silent Policy-Violation Failure Mode in Tool-Using LLM Agents cites this paper.

Reason Less, Verify More: Deterministic Gates Recover a Silent Policy-Violation Failure Mode in Tool-Using LLM Agents Blueprint First, Model Second: A Framework for Deterministic LLM Workflow

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T15:46:54.344384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.