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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 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:31.145957Z digest=sha256:b7c1103b66b09cf2a84b096ab0314db13e7dd091ec6ebc506618dd2161e624ae

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:31.424742Z digest=sha256:54e0a40b33dccb5d6a463ecf27b5f6f20c04421cc8bcffccfb263633bb29ad19

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:31.569491Z digest=sha256:4d0a5424174af90398db550b6b15a94ea12b6e5ae2a29dc22299a67451b6bc88

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:31.693005Z digest=sha256:f7c15eab4aedce5f10bfbf94722051622d70f4c9e7d3afe10ec92804aeba2c00

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:31.798600Z digest=sha256:15b26d2a7ab82f1ce46887721d75ae9cec5ad911ab48ce105e5f6ce3e6665ca5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:31.967747Z digest=sha256:0520770b567ad093ff59b452cd0a1573b0c618e3f2249dbcddbc616f8086ea80

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:32.140699Z digest=sha256:4a212503a0df4a8f81724b5b23ed4624056ba31fd994c4e7e44348c8fcb11bc2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:32.242630Z digest=sha256:d3abceced0a230626dd21eb2092b44586d71ffb212066628f9179ba734ce6d03

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:32.351225Z digest=sha256:363cf010662c8aadfc7f08f6f6f9b6be5cafd6954823c0a243a4a94646765645

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:32.475969Z digest=sha256:725e4b483c174da67a2a656affe2689f0d78d9fa6860ad1e12f58fa92e7aa009

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:32.607797Z digest=sha256:6fda128b5bba13b714a161da787bf51d2a35b3dc162cdaf7c4be2efce16d0e26

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:33.000976Z digest=sha256:b6efcfe3ff83704062adc72a356bfd9511af036484a247567940a538c4e93083

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:33.294435Z digest=sha256:8db32e36ffd1ba35e86960fd66c890b787ab07bc80dbc63a6aaf4837b17149de

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:33.589201Z digest=sha256:88d98dca1dac1ecf8031c6d2bc64b81d5e9e5ccfadeab6c733d28b5cb4210202

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:33.712893Z digest=sha256:02d8d12985fd12cdcce8bc9d21cc3176a54c0b27097c35fb3db4dd1a0e2e08bf

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:33.843870Z digest=sha256:3ddaeb8a9a8bbc87e2a0ba44726530a5aeb0a3d6c85696fda5f15f21190cabcd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:33.963530Z digest=sha256:853344d39b538ac2dc62674491bca2d46739888be661c5174106f7c3f45339b8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:34.090394Z digest=sha256:26139cc40326b6a2ca72f9e994e71b611f29fdf7e283786e2386a031cbbb9bc1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:34.215391Z digest=sha256:b279cf9ca030c407591889326cf7ec76926fc6992dc1dfd6766ab456e0ad20b7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:34.327797Z digest=sha256:1a945c78be44a196547baf1a697248f52198cf9929867ba1ac9650ad26540746

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:34.436861Z digest=sha256:eae34b217b1deacc6245842ec2c3dcbcda13fa82765cb2e59a078d53d46ffe5a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:34.546396Z digest=sha256:d11798de08d645404ebf6f1c6784fd59e5c979b28d8c423a42ca628a75f87027

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:34.683037Z digest=sha256:9acc7ef21b5be7f24d83f45ab0b32d9a4d968db2c1853c2fc723173b448a9888

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:34.956367Z digest=sha256:de5c869c03734cb6abf9cd4739c145b13fcd780edbeff614835d6d0d03af229d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:35.207051Z digest=sha256:5909febe676710d2c1348b4decc79415c62d68641540829e16e80c63297808ed

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:35.438370Z digest=sha256:e3258b82610c0842acbe0dec07788eac38247409c280e77dca43488098fdf967

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:35.550683Z digest=sha256:bb7c61f7c1a716e85d0214023cfebeacfa5d7824c707578ab76a474443540292

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:35.677837Z digest=sha256:e5fcd694b446fdb49ab9293c879b8daf695c0705f9d7f223c5c2fb1a56c950c1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:36.011164Z digest=sha256:6305dae2227e6b2e2b0dffc5aa9d0d245ba4d4833cd90485177de905c9fddabe

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:36.499920Z digest=sha256:24ccbfe8577860dd20f44b9c85254d18e030be10fac9f210e9097e87aab4b849

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:36.756635Z digest=sha256:e2abc4938c8de5695d33e56070143630570b63e6d3cc384788f437ae4d9c0c26

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:36.911940Z digest=sha256:351d3649b66a94602c31b11294856c1bb2955cb0aa65ce7175a5994586461cb2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:37.124453Z digest=sha256:893da26d964d225f2433327e752dbed90e0656a5c20036dd71531330957afa3d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:37.232945Z digest=sha256:f006fb9eb9f4182a1ba39a157bf7ec1d00053705df87c16746082d61b451ac65

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-06T15:48:37.638182Z digest=sha256:b1ce41870162032b97d900e1b358dcf4f2fe0f2c29d276818b2aadd117fd3a24

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.