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Paper Citation Record · LEDGER

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review

As of 10 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2507.14969.

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

pith.paper-citation-record.v1
2507.14969 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:48:37.755437Z

measured 53 of 53 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 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

53 of 53 outbound references displayed

  • verified exact3
  • verified fuzzy1
  • unresolved47
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1c466566-bff3-4f23-8b55-3709a51fb8ca · outbound

This paper cites GPT-4 Technical Report.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:31.075121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:31.075121Z digest=sha256:44afc90ac0bb63cd1b4aecf4f0398f5b5360a2f8f3ddbe5d57f1bb1e5e5c17c0

Observation 9a65b03a-750e-4e2d-994f-01434a90aee3 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:47.012621Z

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.

source=pdf_text observed=2026-08-06T15:48:31.145957Z digest=sha256:306b2da39e310f535b4502801bea9fccf093bfaec77425c7fc17f11c341151cc

Observation 51ab5e94-409b-4613-967e-2e2bf80b9429 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:31.309922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:31.309922Z digest=sha256:e9dd95dc36c829568a34992d036abac6d87610ed5311a0fffb61c314a0a5703d

Observation 034079aa-1502-4631-93c9-79ace786c4b7 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:46.740935Z

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.

source=pdf_text observed=2026-08-06T15:48:31.424742Z digest=sha256:aa166f8435a98532a6fc6dec415e4b0ae4fb81af31c16540f52ee45894ff1474

Observation a4680d89-ac0c-47db-8f27-4d2745216110 · outbound

This paper cites Beatty and A.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Beatty and A

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:48:46.501105Z

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.

source=pdf_text observed=2026-08-06T15:48:31.569491Z digest=sha256:6a30d87028ce41380d84ad9c66f55cad52c8dd717d58de0faa6d9c4920ea3418

Observation 86e115d2-a9e7-4785-ab0d-3e4970df596f · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:46.291134Z

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.

source=pdf_text observed=2026-08-06T15:48:31.693005Z digest=sha256:b31c8d928aa84a529c110035b3c567d6d45345b4ab9a7a1c36be63a1eceb45e7

Observation 7cced037-8619-4088-ab89-9475308872be · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:46.002724Z

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.

source=pdf_text observed=2026-08-06T15:48:31.798600Z digest=sha256:7b724ab93ccaa441fed3e1ac270a3e91a02be45fb582f6cc457f28c83d0360e2

Observation 68b5c3aa-3183-4d16-ada2-06fd37ced423 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:45.768984Z

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.

source=pdf_text observed=2026-08-06T15:48:31.967747Z digest=sha256:b8b14ba4567286a3f8f4f759c40f4b2b3af0e5db05c435436d1fa828ff63de66

Observation 2260606a-10ec-44e3-a3f5-4c11a70d2bff · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:45.556327Z

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.

source=pdf_text observed=2026-08-06T15:48:32.140699Z digest=sha256:292f6769d929da1c2b1225f043bed7c4672a83d363d5e641880e60b90633275c

Observation 67bebde7-57d4-4fb2-9799-2f6b234a7c3d · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:45.269294Z

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.

source=pdf_text observed=2026-08-06T15:48:32.242630Z digest=sha256:af4075f8d3b1cd5764f58589b0394f51950d0d4e59f469ed6fef4f80100d117f

Observation dcf18f80-ce89-4c80-ba8a-38f4d3793b69 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:44.993710Z

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.

source=pdf_text observed=2026-08-06T15:48:32.351225Z digest=sha256:d1921aaa446e9ec3d5b2df4a8d15cfdddb18f86d3a103b420bad117bf6eee515

Observation f147437a-fad1-44ea-b3b4-657bf097b993 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:44.690852Z

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.

source=pdf_text observed=2026-08-06T15:48:32.475969Z digest=sha256:805bf4eb424585daf775d5bbdf2ae41f6515d1ec4405a8abd3c4bbc21b7ab5f8

Observation f47dc744-ead7-413e-8f3a-a2db9844f185 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:44.432815Z

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.

source=pdf_text observed=2026-08-06T15:48:32.607797Z digest=sha256:ce596b8e5ccb128e34181ff6c4bd061b7ed9668e527a64d3114b43ea6deff73a

Observation d48e15e5-7c4d-499f-8783-3e7aa9baba18 · outbound

This paper cites A Survey on LLM-as-a-Judge.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review A Survey on LLM-as-a-Judge

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:32.769101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:32.769101Z digest=sha256:d3159cd790f3450683cb69007af97fef2e16ba238e4e933afce00cebb606e937

Observation 4e5095c8-03ce-46b4-b8c4-a7107de34be9 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:32.872005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:32.872005Z digest=sha256:cb7e6a01b72e49413ea93327ebcaff34e63df82135f4888f759152a11a70a23a

Observation 51631473-d809-42b5-98c7-95241b65efed · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:44.212015Z

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.

source=pdf_text observed=2026-08-06T15:48:33.000976Z digest=sha256:4119218f30d39a37ba904390b63724824b2fafc28c91ec7848a2d4571c3e7ce9

Observation 621c15c4-ec74-4413-ac4c-c8c3407590e6 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:33.180968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:33.180968Z digest=sha256:ff12b8ee198d94a8c8344b6f34b69128fb6fd67c404c965e06fd0028392c2588

Observation 91572cf4-311b-47f8-a737-8c2135fdcdd6 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:43.994312Z

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.

source=pdf_text observed=2026-08-06T15:48:33.294435Z digest=sha256:fec2061b916b19428cd2a800eec29dfbcc10112177b9586a19340610626c285d

Observation bafdb33b-3da9-48e0-b402-7b2aeee2c46b · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:33.446282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:33.446282Z digest=sha256:5cd432cd330b1577eb2f186496ccf899ecd3ec38077872f7bb911130c6be85b2

Observation 82dd21c1-2bb3-4df5-a308-946db0010e8f · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:43.757278Z

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.

source=pdf_text observed=2026-08-06T15:48:33.589201Z digest=sha256:5bf54d1c934bc479674f62e6c2969f164767bbc86755b12996bfa45697a227e2

Observation 63f3fdcf-7194-47b5-bbd7-e3e2de5249b8 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:43.510119Z

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.

source=pdf_text observed=2026-08-06T15:48:33.712893Z digest=sha256:2c10a075b2d79cc99fee5963c72cd8627f48c710456a5c41d1cc59c804f36e28

Observation b1f3e38f-8239-4a46-9a6f-dd6145e0887f · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:43.299240Z

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.

source=pdf_text observed=2026-08-06T15:48:33.843870Z digest=sha256:3502fcdf415e322ddb7dad9d8cd6371f890c58a282b6db3e5d3b52d9f2a54ab0

Observation ecc95139-f74b-41fc-8902-a5b17c8e89aa · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:43.069008Z

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.

source=pdf_text observed=2026-08-06T15:48:33.963530Z digest=sha256:44c112daba5afabb557879bebcc860d2636ccd669352c70e0de5998433263909

Observation 9794f082-5b0e-40ed-a518-5de964c0047f · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:42.832272Z

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.

source=pdf_text observed=2026-08-06T15:48:34.090394Z digest=sha256:470557f270bda26c8a67f65feb71778d46ce011fbba0fa9755fa522f8ed3cf8c

Observation 0ef7a53e-12f4-4f95-a131-a308fd368d7a · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 25

Resolution
verified exact
raw_fallback, observed 2026-08-06T15:48:38.806103Z

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.

source=pdf_text observed=2026-08-06T15:48:34.215391Z digest=sha256:a6b58d49bf73e280b68d6fe4b804c18b5467affe31f859fa36e15476d9b5e880

Observation 5e382375-7782-450d-bb06-323c5980d14e · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 26

Resolution
verified exact
raw_fallback, observed 2026-08-06T15:48:38.564154Z

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.

source=pdf_text observed=2026-08-06T15:48:34.327797Z digest=sha256:9ba3e7be9f06365199d1e964551021ce3761230d9cfda094fcded53fa623c7d5

Observation 47f81228-f019-463f-a650-6f5b037549b9 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:42.558831Z

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.

source=pdf_text observed=2026-08-06T15:48:34.436861Z digest=sha256:83baa666ce8d4c27b675b5854e9f311b3c7d94ac5973b711024e36f998b5c6b6

Observation 23205b1a-8215-42fa-8ea9-9a71c6630813 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:42.321967Z

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.

source=pdf_text observed=2026-08-06T15:48:34.546396Z digest=sha256:b16a261b54c73581e9560175eb94d4a7367d9708c36c6f47b4c1f55b5cdfc64e

Observation a35aa074-241c-484f-b0c5-8e25d373fb37 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 29

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T15:48:42.030822Z

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.

source=pdf_text observed=2026-08-06T15:48:34.683037Z digest=sha256:cfc21f4da724866a70dd97a83c91e7882f0e35d2ec56aae2cd6bb2567d2b2cc6

Observation 1ef4a896-d4d5-4940-9da1-b586ab54fd57 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:34.829047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:34.829047Z digest=sha256:cf52941797c600f4f6b911b757fcc82a442f37e3dd692ef04fe5badc2b353889

Observation d98759f3-c3bb-4f83-964c-a23ebf16f68d · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:41.727494Z

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.

source=pdf_text observed=2026-08-06T15:48:34.956367Z digest=sha256:b54f4e41db63a01282d3529c1b48732dbbfa8054a19e1a899167a8896d4c0bed

Observation 918a2d33-a612-4351-b5e6-df1343e5b50d · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:35.106473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:35.106473Z digest=sha256:5db6c98500d90f38395f4a48b445194b30475450e8e65cf081d9f98c0e0a1185

Observation aaa99322-2774-4fe6-b23f-c0d448fd0a70 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:41.517910Z

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.

source=pdf_text observed=2026-08-06T15:48:35.207051Z digest=sha256:5596967a2928cae8341021b362576cf41459d818a801f20094c21f0f21fe8ac2

Observation 162c2368-6695-4291-9900-b7ae75ee5536 · outbound

This paper cites AgileCoder: Dynamic Collaborative Agents for Software Development based on Agile Methodology.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review AgileCoder: Dynamic Collaborative Agents for Software Development based on Agile Methodology

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:35.335780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:35.335780Z digest=sha256:beefc4559ea15c25b2bdc6742c5205e5820c5888aa85d15825baf6c4007fd652

Observation 8ce4fff0-d989-434c-87d0-3028c51b0351 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:41.286563Z

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.

source=pdf_text observed=2026-08-06T15:48:35.438370Z digest=sha256:158c41926a79573bdaec8779b6aa841aec19012587a0653f28623dcfdffcf8d5

Observation 581be7dc-4dfc-4e14-a5a2-556024612501 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:41.023014Z

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.

source=pdf_text observed=2026-08-06T15:48:35.550683Z digest=sha256:16bdf6b5503203216afa921459f642e1d62e37cf8a4d08671097653ba04ec070

Observation e7b8eec9-3086-4edd-989d-47a4ce47aa4f · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:40.774209Z

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.

source=pdf_text observed=2026-08-06T15:48:35.677837Z digest=sha256:e05f77cdbda702067156ababba2598999facd3c95e25904ba8996e848a1e7c50

Observation 2750c7e0-9927-48e9-b2de-84f456607583 · outbound

This paper cites Experiential Co-Learning of Software-Developing Agents.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Experiential Co-Learning of Software-Developing Agents

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:35.898503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:35.898503Z digest=sha256:d6452ac9963f81336caac4ad66bcb6ae50ddfa09f45e58c3d4b436365a123e7a

Observation e896ca9b-9973-469f-b953-6bf0c50dff4e · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:40.466561Z

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.

source=pdf_text observed=2026-08-06T15:48:36.011164Z digest=sha256:15b8ce9784b0f159eecf3c430c84a46891766a150ec2491fbafb7d9abc8a6d0b

Observation dac050ce-33da-43dc-a4d9-e23b85506920 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 40

Resolution
malformed identifier
no resolver link, observed 2026-08-06T15:48:36.150198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:36.150198Z digest=sha256:0c5b277e68309ea04f93bb4c32bcc34106278879866c075e79883134d6dd5b8c

Observation e7adc9e1-e33e-4b3b-9b9e-24354440d12d · outbound

This paper cites Scaling Large Language Model-based Multi-Agent Collaboration.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Scaling Large Language Model-based Multi-Agent Collaboration

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:36.258671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:36.258671Z digest=sha256:8529c261494b46af10e3f6a26c37687d69db1d33eaa70532962e53a70c7069dc

Observation 4c3c73c4-c54c-4d9c-8c24-f20505ef8d65 · outbound

This paper cites Gordon, Neil D.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Gordon, Neil D

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:36.362333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:36.362333Z digest=sha256:ff670f0304459be9368a2e2a65a5de8f161d4841e74d10cc8fac1e6ddaa497a4

Observation cf8b4f16-60f8-463e-a73e-40686a028719 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:40.217170Z

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.

source=pdf_text observed=2026-08-06T15:48:36.499920Z digest=sha256:efed894a31d5c6d7c3e131deb9cb69024aa1af5bb9f2017140de6a638c6c9536

Observation 0d537a06-4f43-4790-85c2-841ab875ad64 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:36.656570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:36.656570Z digest=sha256:2045899a668ee6c409c6bccbe2c0cb7e9b1ebb087fadff33c5c6adf896371bf3

Observation f2ccd62f-ff62-4698-bbc9-880d69bf5656 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:39.995072Z

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.

source=pdf_text observed=2026-08-06T15:48:36.756635Z digest=sha256:576144d79be9a7ea4271e5a2593823c6b6bac2fa0b26d62ed15b1f2a5e8c6abe

Observation e9d45866-c448-4d02-98ea-d32a5ebf0bf8 · outbound

This paper cites On the Impact of Requirements Smells in Prompts: The Case of Automated Traceability.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review On the Impact of Requirements Smells in Prompts: The Case of Automated Traceability

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:48:38.192094Z

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.

source=pdf_text observed=2026-08-06T15:48:36.911940Z digest=sha256:15cd771605a32e8bad17a440875ca5eccccec4791bd45b6ecfe050d269382f88

Observation 7c61fbd5-8993-445b-9b24-9a8bf708bff6 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:37.032822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:37.032822Z digest=sha256:9880ed8e9a4ba36da0b4a96b53bf009e951d3ce1517de3eb7079f0f5ab9d6d1b

Observation 7a737966-9f28-4296-ac5e-2ee91cefd046 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:39.749115Z

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.

source=pdf_text observed=2026-08-06T15:48:37.124453Z digest=sha256:d6818a04f16d1f2cc3e2c86dfc024a2bc3c76b6bcf391ff5233a633defd92553

Observation ff148af6-0339-4011-a83d-4b008cee19f8 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:39.495032Z

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.

source=pdf_text observed=2026-08-06T15:48:37.232945Z digest=sha256:ff7bcf5d1f10ce67c93c9222315cbb52e4e53e98f872fa7118f4366a857fb35f

Observation 55f9bb3e-a4a4-40cc-8015-f9683fc56f6f · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:37.388239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:37.388239Z digest=sha256:d0431be35daf179fa4e6598caf6f7a17970beebf248d8b42b3f6677eb69bb8b4

Observation 76075b15-508f-4292-b4d9-6448c91263ec · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:37.519339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:37.519339Z digest=sha256:4f105ff50ccf8e95d6559ca9a7f49d89dad179edd21a1708f19d4628581f3b85

Observation 08e55e08-674b-4d94-92b9-3e3e3980f8c1 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:48:39.210189Z

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.

source=pdf_text observed=2026-08-06T15:48:37.638182Z digest=sha256:5c124889c6522a1b77a36d20173a8fe1fed6c60af56d792e9bb0e9fdf473018c

Observation cdf77bde-0be5-4ead-a3da-926ac7ac67d1 · outbound

This paper cites an unresolved cited work.

Think Like an Engineer: A Neuro-Symbolic Collaboration Agent for Generative Software Requirements Elicitation and Self-Review Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T15:48:37.755437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:48:37.755437Z digest=sha256:b7fb585357a0616d6237a4623931e88d6b832a9caf2a4c5f87d49ba71b705fdf

Pith citing papers

No inbound Pith citation observations are available.