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Paper Citation Record · LEDGER

SHERPA: A Model-Driven Framework for Large Language Model Execution

As of 19 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 1 inbound Pith citation observation for arXiv:2509.00272.

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

pith.paper-citation-record.v1
2509.00272 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:51:39.572574Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T16:04:59.167405Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T18:26:09.479773Z

Reference resolution

64 of 64 outbound references displayed

  • verified exact1
  • verified fuzzy45
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 023a4168-f2c8-479b-baf7-d43f68f74bad · outbound

This paper cites Statecharts: a visual formalism for complex systems,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Statecharts: a visual formalism for complex systems,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.424640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:32.228992Z digest=sha256:7a9ea16fb08091e3a4844a6736c00a910f293b79563b0bcc11a9a5b490bfd765

Observation dab6f01e-d22a-40c5-98b7-401c8c46ec26 · outbound

This paper cites The Unified Modeling Language reference manual,.

SHERPA: A Model-Driven Framework for Large Language Model Execution The Unified Modeling Language reference manual,

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.402716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:32.279234Z digest=sha256:0e33822659f0be3368525518f3521dbf89a1320df11064f4e36e5333b66a1c56

Observation 02e5ea70-fc3d-467e-aae2-d3d5cfb56231 · outbound

This paper cites Language models are few-shot learners,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Language models are few-shot learners,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.383546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:32.323111Z digest=sha256:818b1b8ecd91474c7bf033fb56daa5a9126ae93a1c0190a09ece620bbe3a344b

Observation 4a08786e-358e-404f-b12b-5abc25065e54 · outbound

This paper cites GPT-4o System Card.

SHERPA: A Model-Driven Framework for Large Language Model Execution GPT-4o System Card

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:32.414135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:32.414135Z digest=sha256:d51e358783ed5327283796dcbe869b2e3c79f35b3e3f98b5466e8117b3f6f588

Observation a9d17270-13fa-4428-844a-ac9e44218cdc · outbound

This paper cites Qwen2.5 Technical Report.

SHERPA: A Model-Driven Framework for Large Language Model Execution Qwen2.5 Technical Report

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:32.480141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:32.480141Z digest=sha256:ba39e26ca62cac0ada376f72b1e2157b4122e413323408aca13a9068b7286591

Observation e13b048b-9063-4d2c-8663-c6737b43e3b8 · outbound

This paper cites A Survey on Large Language Models for Code Generation.

SHERPA: A Model-Driven Framework for Large Language Model Execution A Survey on Large Language Models for Code Generation

Reference 6

Resolution
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no resolver link, observed 2026-08-05T13:51:32.572230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:32.572230Z digest=sha256:f9f20a446ab3fe3453175571f9a2efbf78a711514fa6980fc2ecd73df4c33227

Observation e314b54a-c994-4971-8d86-c1a68d0bdb28 · outbound

This paper cites Survey of large language models for answering questions across various fields,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Survey of large language models for answering questions across various fields,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.355634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:32.675524Z digest=sha256:5fa4565d44b5f505d17719dde8a37d811e2840261e76c1005ed57e0e0ea5703d

Observation 9b65e070-9e56-4d56-86fd-820e80086ae0 · outbound

This paper cites Understanding the planning of LLM agents: A survey.

SHERPA: A Model-Driven Framework for Large Language Model Execution Understanding the planning of LLM agents: A survey

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:32.787934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:32.787934Z digest=sha256:c5fc6c05b76fffecabd7f190847f70114a61aa85a2e658d9a2cdc3823f1ad4e0

Observation 61f19d30-9679-4a4c-af63-f6bf2ca2a0e5 · outbound

This paper cites A Survey on Large Language Models for Automated Planning.

SHERPA: A Model-Driven Framework for Large Language Model Execution A Survey on Large Language Models for Automated Planning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:32.914574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:32.914574Z digest=sha256:d7757dddcba0ee6a6dc70d31687c56f82a976e1b15b3a9b87fa69ab7dccdf39a

Observation 3b9f84f9-e033-4b16-8ce4-11b7132f74d1 · outbound

This paper cites On the use of large language models in model-driven engineering,.

SHERPA: A Model-Driven Framework for Large Language Model Execution On the use of large language models in model-driven engineering,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.335445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:33.011977Z digest=sha256:330fa220aa1ea1764580ba658c67dba868c0a2697174f46a929ef7c3693ff6b7

Observation 076c8c73-7c09-4e6d-b76d-86d83c43d181 · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions,.

SHERPA: A Model-Driven Framework for Large Language Model Execution A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.311351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:33.084448Z digest=sha256:1c33aa69f809219ed581025ccb0fe2b729e3e56214d550243bcb6ba7190f5d4c

Observation bb1493f0-390a-4106-839d-7e897bae645c · outbound

This paper cites Retrieval- augmented generation for knowledge-intensive NLP tasks,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Retrieval- augmented generation for knowledge-intensive NLP tasks,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.288091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:33.174626Z digest=sha256:e1efecd9352b3bd8aa2cbfc30a14b3ad11dca7795c5c19b13d513d7a17c75d53

Observation d1e59f1d-d19e-4ce0-a9f5-23bd6e11687a · outbound

This paper cites Self-RAG: Learning to retrieve, generate, and critique through self-reflection,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Self-RAG: Learning to retrieve, generate, and critique through self-reflection,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.266717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:33.245985Z digest=sha256:371d698d102fac1ee6aa732538a4c89970335b21310f9d081e73f3727f4fcb58

Observation df57eee4-413a-4ea8-adb0-0f93b951a7f0 · outbound

This paper cites Active retrieval augmented generation,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Active retrieval augmented generation,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:33.324790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:33.324790Z digest=sha256:dd99fcee1ed16eed1a8f82b90e4ac4976d55e09a1d7ed337715fa832b01ca63b

Observation 5613b548-80f4-438d-8870-757a9c3aab46 · outbound

This paper cites Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP.

SHERPA: A Model-Driven Framework for Large Language Model Execution Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:33.466675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:33.466675Z digest=sha256:724ec2278f5eb517f213593489565e5f6b626c19e81e516b780172875fba32b2

Observation 600497f0-ebe5-452b-8998-cfb79a461170 · outbound

This paper cites Chain of thought prompting elicits reasoning in large language models,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Chain of thought prompting elicits reasoning in large language models,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.225068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:33.591387Z digest=sha256:999ecdca4950df52c8d144bd129091fcd486c4a574f3667ade2c77a1ed8044f2

Observation d5267562-4d1d-4d21-ba5f-3df554233c1b · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Tree of thoughts: Deliberate problem solving with large language models,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.202070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:33.677855Z digest=sha256:bee6c1a84b88f9f0136c649390701df76c567d0ec077a71b6d0582878383c431

Observation 7ea9c197-7790-4182-9f02-0863b9c73602 · outbound

This paper cites ReAct: Synergizing reasoning and acting in language models,.

SHERPA: A Model-Driven Framework for Large Language Model Execution ReAct: Synergizing reasoning and acting in language models,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.177650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:33.783567Z digest=sha256:87292882b90c748e249c2f3b9d850e20c7b0485fe8c8ecaaf1229b2115c5b965

Observation 61f3f0f4-6841-485c-a88e-fe442e26d103 · outbound

This paper cites StateFlow: Enhancing LLM task-solving through state-driven workflows,.

SHERPA: A Model-Driven Framework for Large Language Model Execution StateFlow: Enhancing LLM task-solving through state-driven workflows,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.155215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:33.873914Z digest=sha256:6c2a2af305e4cb5da601c3b50f23f34af1c8fcd0e78fc400ea176dced6bc181c

Observation b18d1f49-4ae2-4946-ba4f-6527d834c331 · outbound

This paper cites State Machine of Thoughts: Leveraging Past Reasoning Trajectories for Enhancing Problem Solving.

SHERPA: A Model-Driven Framework for Large Language Model Execution State Machine of Thoughts: Leveraging Past Reasoning Trajectories for Enhancing Problem Solving

Reference 20

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T13:51:40.372567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:33.940034Z digest=sha256:74bba925442a968cb54870e50cbff28c815b920ed30144b7e376d844a54cdb98

Observation 6c44be0e-516e-499b-9a36-2ec9f1faf90b · outbound

This paper cites Qwen2.5-Coder Technical Report.

SHERPA: A Model-Driven Framework for Large Language Model Execution Qwen2.5-Coder Technical Report

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:34.098675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:34.098675Z digest=sha256:68ebafadec79c12904333cd2c77889845dbc83d392c14e8a0e8317d8c5dd2a16

Observation eb71abb2-419c-40c2-b4f0-2660bb07f353 · outbound

This paper cites The Llama 3 Herd of Models.

SHERPA: A Model-Driven Framework for Large Language Model Execution The Llama 3 Herd of Models

Reference 22

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no resolver link, observed 2026-08-05T13:51:34.178939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:34.178939Z digest=sha256:450ee78823b8230338113aede4618299c55bf7b859ce3a152e910719ce01c328

Observation 0ae2a67b-1e2a-4541-92db-32e14fe4fad4 · outbound

This paper cites Attention is all you need,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Attention is all you need,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.122530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:34.246141Z digest=sha256:5b65972344bf91da4bb6cabba4999d045d616011f02aa41cc38b83f72f600cac

Observation b2c941ea-39ca-4354-b4f4-f384f24c8d6d · outbound

This paper cites Instruction tuning for large language models: A survey,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Instruction tuning for large language models: A survey,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:34.342568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:34.342568Z digest=sha256:78b0754f7c4bc930b3a82c575b5df9d6a1e6e217fc103d735c94c0386b1bdc72

Observation 83d2d950-0e57-4688-91be-208607a1cc65 · outbound

This paper cites Training language models to follow instructions with human feedback,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Training language models to follow instructions with human feedback,

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:34.406858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:34.406858Z digest=sha256:0cfe93073e04e71d9c58589bdb0545c6e1722d896e08e6e0d10e3d91b388526a

Observation a53b2075-3e10-4bfe-87e7-46f96240ad1c · outbound

This paper cites ToolLLM: Facilitating large language models to master 16000+ real-world APIs,.

SHERPA: A Model-Driven Framework for Large Language Model Execution ToolLLM: Facilitating large language models to master 16000+ real-world APIs,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.080031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:34.466588Z digest=sha256:8270f7c7668f3bab31148eb929ca86c931dc9a4f4d021460e9910262ea6d8406

Observation d88a0600-b2a8-44de-88ce-62f61dd8e96b · outbound

This paper cites Automated domain modeling with large language models: A comparative study,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Automated domain modeling with large language models: A comparative study,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.057230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:34.562850Z digest=sha256:24c0a818616350887ae54bc870809f65dec2f2d57fb796f35aec2bc1bf21697c

Observation 7e98f8bf-3eec-465e-a907-024a4cf6d94a · outbound

This paper cites LangGraph: Building knowledge graphs with language models,.

SHERPA: A Model-Driven Framework for Large Language Model Execution LangGraph: Building knowledge graphs with language models,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.025834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:34.633700Z digest=sha256:ca810162166fa00f460ca20aaf10653340b443900abe101e1d61c9a1d439c195

Observation 30648a5b-deaf-4bbb-87ce-506637b95d68 · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

SHERPA: A Model-Driven Framework for Large Language Model Execution MemGPT: Towards LLMs as Operating Systems

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:34.714396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:34.714396Z digest=sha256:85e75b05e253a2c9ff1835caacde8c88daea359088d0089a84ddb2a59541cdf6

Observation a0826638-f7a0-4053-902a-121005b589be · outbound

This paper cites A method for synthesizing sequential circuits,.

SHERPA: A Model-Driven Framework for Large Language Model Execution A method for synthesizing sequential circuits,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:45.002962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:34.801108Z digest=sha256:bedceb727ccf58d0853ff1d30a8fe59ea5ebcbdac3ecbe7cc6717fe29959ea86

Observation 8a504c03-8ebb-480b-a5e6-ed773876a4d8 · outbound

This paper cites A systematic review of code generation proposals from state machine specifications,.

SHERPA: A Model-Driven Framework for Large Language Model Execution A systematic review of code generation proposals from state machine specifications,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:44.983418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:34.878466Z digest=sha256:28ddc3677b2ee50c9a6eda0624a05cb488fe2801333c4ecce32c04d8bc22608f

Observation 117eff19-09e0-46ae-ade5-4b0ee43978a8 · outbound

This paper cites Complete code generation from UML state machine,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Complete code generation from UML state machine,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:44.961530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:34.948791Z digest=sha256:d81348c0c96ace2c0b68b4c13ce8462198048edba94f6f458c02ad43786aa71b

Observation b1d79158-be66-4dd2-8b72-f2a7139db2cb · outbound

This paper cites Model checking of hierarchical state machines,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Model checking of hierarchical state machines,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:44.938746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:35.020245Z digest=sha256:1c2333451c712413085221e644e0ef3706943f55f4fafc9f749ec22b8d20d7a9

Observation 0172e527-6daa-452a-b7cc-a1e470342b80 · outbound

This paper cites PlantUML at a glance,.

SHERPA: A Model-Driven Framework for Large Language Model Execution PlantUML at a glance,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:44.914250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:35.129086Z digest=sha256:dd0079e8f56e82118f397b7c782e36214e831a778aa38ec35219371b8440d3a8

Observation 01155d24-5192-43ae-ab7c-64450df049f4 · outbound

This paper cites Umple: Model-driven development for open source and education,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Umple: Model-driven development for open source and education,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:44.892905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:35.311359Z digest=sha256:65b9a99f3a75a7b40a6c5b15f81b19e042399a1974a4fdccd6367baa991da545

Observation 8a7b5753-e59d-4632-9ef1-23983ef18987 · outbound

This paper cites an unresolved cited work.

SHERPA: A Model-Driven Framework for Large Language Model Execution Unresolved cited work

Reference 36

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unresolved
raw_fallback, observed 2026-08-05T13:51:44.874081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:35.741283Z digest=sha256:31970dc1d0e51c328273fef65f9e7c0d01075fd577faae56a46b00744e4c87c0

Observation b90726ed-e033-4c30-b2d9-2d431bf55de2 · outbound

This paper cites Large language models for software engi- neering: A systematic literature review,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Large language models for software engi- neering: A systematic literature review,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:44.855515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:36.058324Z digest=sha256:2ba549487a2b45806e413de80164d847bf564d5151917d21012a1227a10d2941

Observation 17ba29dc-25b3-4436-807b-2829f13357b8 · outbound

This paper cites A Survey of Large Language Model Agents for Question Answering.

SHERPA: A Model-Driven Framework for Large Language Model Execution A Survey of Large Language Model Agents for Question Answering

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:36.171918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:36.171918Z digest=sha256:cf0295cc2514808453f5879d07ec8210d05c4fabbb2da1cf6b27212a6c890371

Observation 5932f4d6-fb9b-4e40-a712-6fdb1ce1cc0b · outbound

This paper cites AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation.

SHERPA: A Model-Driven Framework for Large Language Model Execution AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:36.284578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:36.284578Z digest=sha256:4f44676d23837a6cf22058c6db485ad9d380c207f3ff57258b1046964bb74d47

Observation aa45bbb9-13eb-4709-9219-e63e4fefcd24 · outbound

This paper cites Multi-step iterative automated domain modeling with large language models,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Multi-step iterative automated domain modeling with large language models,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:44.836830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:36.436773Z digest=sha256:f1960b1f1b2e9080a7b627652cc255a23a0469cf0fe1c229d4668d47802d5430

Observation 9525401c-4ef7-4702-9d87-9b9d271bfcbc · outbound

This paper cites Doing More with Less: A Survey on Routing Strategies for Resource Optimisation in Large Language Model-Based Systems.

SHERPA: A Model-Driven Framework for Large Language Model Execution Doing More with Less: A Survey on Routing Strategies for Resource Optimisation in Large Language Model-Based Systems

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:36.607625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:36.607625Z digest=sha256:a4b4402cfca52f864ec75e29ecfee648fd06be217ea751e05be01a91d28ac894

Observation 88b58654-e1cc-47ef-9ddc-2b5140f87361 · outbound

This paper cites GPT-4o mini: advancing cost-efficient intelligence,.

SHERPA: A Model-Driven Framework for Large Language Model Execution GPT-4o mini: advancing cost-efficient intelligence,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:44.735020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:36.771741Z digest=sha256:da4d1cd4b70f2a7f52765b2daf01820f8506d7d5180f95b23b51aee60c8e9267

Observation b0349808-0c3b-49d6-8f5e-505ff849c6b8 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

SHERPA: A Model-Driven Framework for Large Language Model Execution Evaluating Large Language Models Trained on Code

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T13:51:36.906315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:51:36.906315Z digest=sha256:d705616b840aaecfff1ef577a277189cdab3ce8d1492a4925859bd1c20da930f

Observation a9cb200d-e5e1-4ed0-83ed-da9ee1f10039 · outbound

This paper cites CLEVR: A diagnostic dataset for compositional language and elementary visual reasoning,.

SHERPA: A Model-Driven Framework for Large Language Model Execution CLEVR: A diagnostic dataset for compositional language and elementary visual reasoning,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:44.540020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:37.033651Z digest=sha256:abac814f0c2f521624de802a12dd532ed8e5b79eec360097d085f2ef662d285a

Observation e48ebb7e-294d-44c9-ae32-8f9632b22823 · outbound

This paper cites Inferring and executing programs for visual reasoning,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Inferring and executing programs for visual reasoning,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:44.466047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:37.180584Z digest=sha256:a383c736c367311a5b59d551988f28ccfd8b1d5e1cc0714235a1b71f8e0bd2ed

Observation d74f7a98-b3f5-461c-9814-8816eaebc1a5 · outbound

This paper cites Embedding- based automated assessment of domain models,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Embedding- based automated assessment of domain models,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:44.324727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:37.311106Z digest=sha256:21fda97b28e7d863fe34b4c4dc460f46b2c85821c944897260470ebfa3dca019

Observation c2cb343e-bca8-44cc-bae3-2b65a62ed3a0 · outbound

This paper cites Artifact-sherpa4modeling.

SHERPA: A Model-Driven Framework for Large Language Model Execution Artifact-sherpa4modeling

Reference 47

Resolution
verified exact
raw_fallback, observed 2026-08-05T13:51:39.919249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:37.472391Z digest=sha256:d01d73dd77791ef97250f8ba72cc232fbd72ece25967920454e4261da9fdff45

Observation 09fb54a0-5308-4d85-bf6c-c8e52e97e6b0 · outbound

This paper cites Performance of ChatGPT on HumanEval,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Performance of ChatGPT on HumanEval,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:44.200586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:37.586168Z digest=sha256:e0adfd5335ef6851d5334b3baa44864e53d6e23356350a27b84e37bfafd189a7

Observation ef6a9936-8f7f-4cb7-b6c7-e1f7c651b069 · outbound

This paper cites On Codex prompt engineering for OCL generation: an empirical study,.

SHERPA: A Model-Driven Framework for Large Language Model Execution On Codex prompt engineering for OCL generation: an empirical study,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:43.986403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:37.723540Z digest=sha256:a40974728d09309226570bcad4d968f9412d159898833e6d1d6d31ec087331eb

Observation dd473919-10d1-4560-a8b4-2b34da107aa3 · outbound

This paper cites Model-driven prompt engineering,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Model-driven prompt engineering,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:43.712208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:37.875246Z digest=sha256:fbfc193f72ecfe6d5039422d8d96ee93c26021db59ed0fba0a552da5673cfe3e

Observation 07b22f5f-be3a-4637-ac73-e30db8afa255 · outbound

This paper cites Automating the development of task-oriented llm-based chatbots,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Automating the development of task-oriented llm-based chatbots,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:43.615035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:38.017823Z digest=sha256:048bfde1f4cca04ca5c5d5e6feadfb16a2532ba814dd09ab39ae8eb3304dbe1a

Observation 27f9f523-dc6b-48ce-862d-8bf0ec6f82ff · outbound

This paper cites Chainbuddy: An ai-assisted agent system for generating LLM pipelines,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Chainbuddy: An ai-assisted agent system for generating LLM pipelines,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:43.430108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:38.170840Z digest=sha256:7ab236767bc6968c5fb5f3d7f8bcf5eab06f40db9c1fca0fa58130d0b0dfd9e5

Observation ac0f4d86-4957-4b66-b293-3d744a06fd29 · outbound

This paper cites A DSL for testing LLMs for fairness and bias,.

SHERPA: A Model-Driven Framework for Large Language Model Execution A DSL for testing LLMs for fairness and bias,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:43.187560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:38.301821Z digest=sha256:65a0d422f0ca4e3535e7d6b83eca5f74349489b6ea17a9b90464b38d07604251

Observation 88af951c-defd-45d6-ad9f-ce9236137778 · outbound

This paper cites Towards using few-shot prompt learning for automating model completion,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Towards using few-shot prompt learning for automating model completion,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:43.024019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:38.476196Z digest=sha256:6426c22e6096a13bde4d3089183d1160e0bcf57bdab865e520eb256f96733ce7

Observation 67ceb16c-934b-4b95-b823-1aa4ff3ea065 · outbound

This paper cites Text2VQL: teaching a model query language to open-source language models with ChatGPT,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Text2VQL: teaching a model query language to open-source language models with ChatGPT,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:42.791556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:38.636257Z digest=sha256:930c412034a76a5107735575cdeec53b3f7615871d31c68465692a0a3449456e

Observation 37c8b919-36c9-457e-ac0f-4fc65864f09b · outbound

This paper cites On the assessment of generative AI in modeling tasks: an experience report with ChatGPT and UML,.

SHERPA: A Model-Driven Framework for Large Language Model Execution On the assessment of generative AI in modeling tasks: an experience report with ChatGPT and UML,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:42.576401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:38.745593Z digest=sha256:55c10789e46a44fa64137de9348e5f4d88ce8671ceb6e533c909c1050d721a4d

Observation b8982ba7-fd4d-4096-ba57-7b4e6c3c31da · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Reflexion: Language agents with verbal reinforcement learning,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:42.384382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:38.831636Z digest=sha256:57f0686fdddc819e5ffc43a36134e33815089e8cc9344c8109ac138c3bd78ad1

Observation 0d36df7d-1270-43fb-bfe1-c317f04f0bc3 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM applications via multi- agent conversation framework,.

SHERPA: A Model-Driven Framework for Large Language Model Execution AutoGen: Enabling Next-Gen LLM applications via multi- agent conversation framework,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:42.204484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:38.941633Z digest=sha256:f668355e73eed8b32bb20c3f716b04f7c0347265f70290f84bce89c9321c9247

Observation 9ca7c008-bdea-4c57-83fd-e73d4fe11f75 · outbound

This paper cites MetaGPT: Meta programming for a multi-agent collaborative framework,.

SHERPA: A Model-Driven Framework for Large Language Model Execution MetaGPT: Meta programming for a multi-agent collaborative framework,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:42.056450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:39.091203Z digest=sha256:96ebedac4dd9b65598ed2b700d1fb4e6f4a6167d378eb7e0dd33c49b611a6847

Observation 609e61e4-6444-473a-bf90-22466cd3140f · outbound

This paper cites Encouraging divergent thinking in large language models through multi-agent debate,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Encouraging divergent thinking in large language models through multi-agent debate,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:41.903935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:39.247521Z digest=sha256:74670a954ec1f3feeee0f337d4912e546b4b55e63f5f267442782e32c5a07427

Observation 578b5d54-3b9f-491a-9c86-5c29b0d26cfe · outbound

This paper cites LLM-SAP: Large language models situational awareness-based planning,.

SHERPA: A Model-Driven Framework for Large Language Model Execution LLM-SAP: Large language models situational awareness-based planning,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:41.627386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:39.297356Z digest=sha256:fca4b14f6b0e123154c49f848f26d5713b0f392aa3c3ce711976faf0999b628a

Observation ceef3bae-3783-47c1-97fb-649c4fee2a27 · outbound

This paper cites CrewAI: Fast and flexible multi-agent automation framework,.

SHERPA: A Model-Driven Framework for Large Language Model Execution CrewAI: Fast and flexible multi-agent automation framework,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:41.298484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:39.353800Z digest=sha256:67914133d1124bcaf228c8cde30f87f55650f333a732ac1f7ba32e420002e7b8

Observation 0119d135-7a05-4f91-ab93-23e4ac134966 · outbound

This paper cites n8n: Secure workflow automation for technical teams,.

SHERPA: A Model-Driven Framework for Large Language Model Execution n8n: Secure workflow automation for technical teams,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:41.079819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:39.467000Z digest=sha256:f6f5fac89e14a8ffc2179537da2597d8acd34f2c55202da420eba5c4ba405e16

Observation 35673c0c-fb5c-468f-b0f8-aeaf4151cafc · outbound

This paper cites Haystack: The production-ready open secure ai framework,.

SHERPA: A Model-Driven Framework for Large Language Model Execution Haystack: The production-ready open secure ai framework,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T13:51:40.793377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T13:51:39.572574Z digest=sha256:73b7c8a0580dfc9569f3f1329135e0ac4b61f162d5eca36acf70efa242c8b934

Pith citing papers

Observation f3f3de5d-4845-4589-b495-eb48320c51f9 · inbound

Agentic Repository Mining: A Multi-Task Evaluation cites this paper.

Agentic Repository Mining: A Multi-Task Evaluation SHERPA: A Model-Driven Framework for Large Language Model Execution

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:26:09.482964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-08T16:04:59.167405Z digest=sha256:43fe8d050d4e32046ddbf3d62e88839141957e4bbca2cea72535ba7802aa6a99