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Paper Citation Record · LEDGER

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology

As of 17 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2605.05828.

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

pith.paper-citation-record.v1
2605.05828 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T09:18:07.852567Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

31 of 31 outbound references displayed

  • verified exact2
  • verified fuzzy29
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 44d1ba89-d1ca-4414-bdf7-cdd99100e0e8 · outbound

This paper cites Techniques for requirements elicitation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Techniques for requirements elicitation

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.778385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:cc025b0ba222192c8ab5a53d3d2c77b04c4173dbe0b3a6c807d2ddd026c9d9ef

Observation 6a2a357f-067b-4cc1-9c3e-fadf42059ac6 · outbound

This paper cites IEEE, 1993, pp.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology IEEE, 1993, pp

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.785492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:0f0b7f0c1f64945c56104f487e3d35761bdfcfb94b78271da9c622e84aa9153c

Observation 4635dc03-e44e-4c89-9155-08974288db36 · outbound

This paper cites Wiegers and J.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Wiegers and J

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.793556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:1521ec326fc16b099825f5939d4b826ed8fda618c5325633402b42073219a1ea

Observation b3a791d6-5cab-4b08-b922-50d4d71db751 · outbound

This paper cites Requirements elicitation follow- up question generation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Requirements elicitation follow- up question generation

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.804858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:04c18968d76519f701b6c7d4ea2c4906df82a3a9ebb68078b1cd2c3ebebb228b

Observation 47361600-a99f-494c-a4fc-7cc1bf28d00f · outbound

This paper cites The state of the art in automated requirements elicitation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology The state of the art in automated requirements elicitation

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.770824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:b5260ca0d437f0147f7c04aa11f23ba9e0210c251fe0ef248f7f2b3fee6e1b2a

Observation 5cc1d9ff-f2cd-44c1-9c0e-08a9d5429c79 · outbound

This paper cites LLMREI: automating require- ments elicitation interviews with llms.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology LLMREI: automating require- ments elicitation interviews with llms

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.796673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:47418bf06a4398c9e3a5362e7cc0bd585d9f9efde18e7abd9a73278ecdf05fcd

Observation babf9d79-8475-4bca-8ba0-100578f9ceee · outbound

This paper cites Substance over style: Evaluating proactive conversational coaching agents.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Substance over style: Evaluating proactive conversational coaching agents

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.813980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:41e11952b6e42775f816ff6453e0b99de1a4e1ac49bd114fdbbd325ce23c6360

Observation 345ea7ef-61f3-4a03-91a5-1914fbd71eba · outbound

This paper cites Personalens: A benchmark for personalization evaluation in conversa- tional ai assistants.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Personalens: A benchmark for personalization evaluation in conversa- tional ai assistants

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.782303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:62cf294bea6fb4b4cff92aa335a41f95647c44252bd1537add492f6fae50dd7f

Observation 92a53af3-c3ae-4a57-bc25-61ab30571a9c · outbound

This paper cites iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:21:12.844823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:2ddeb4df11068d030b3c596bec905eb48d4062d4ec46380190bac1c96d1d212e

Observation b9413270-9bb5-4111-8010-1e1e021c2f92 · outbound

This paper cites Elicitron: A large language model agent-based simulation framework for design requirements elicitation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Elicitron: A large language model agent-based simulation framework for design requirements elicitation

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.793255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:e79216bb61037700fb5cee98b3674e0348ad4b8e9abad20e27a8739b0513742d

Observation f8ef7ba2-6bbf-40f0-89c8-d72e820277a3 · outbound

This paper cites Reqelicit- gym: An evaluation environment for interview competence in conversa- tional requirements elicitation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Reqelicit- gym: An evaluation environment for interview competence in conversa- tional requirements elicitation

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-11T20:21:12.852990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:98ec7fc092b4065532f9c926ab1928fbb84abc1d467061b9ce8761fea74e470a

Observation 0c47c52a-6d33-4b34-b253-7589c0222d19 · outbound

This paper cites Cognicode: Evaluation metrics for multi-turn code generation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Cognicode: Evaluation metrics for multi-turn code generation

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.747006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:a173761815dfd13abd6ef719372a3b8e104bfe8add116867fe634c1e199090f6

Observation 8bb3c0df-d8ab-4f8c-98cc-b2a19aab32e8 · outbound

This paper cites Software project management practices: Failure versus suc- cess.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Software project management practices: Failure versus suc- cess

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.710789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:11fcac79d5d10c543330ef7b74db18d0b90716f4f413aff45be66ecc70174dc0

Observation 3cb7ad26-5f31-4a6d-9943-a25e866aaf54 · outbound

This paper cites Ambiguity and tacit knowledge in requirements elicitation interviews.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Ambiguity and tacit knowledge in requirements elicitation interviews

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.765549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:487dd16fae69732033e6d58a2f28dcbf7c0a41b797a9b0c136c0048d012c1dda

Observation 3eba4aa1-ca1d-473d-b672-dbb354f87b1d · outbound

This paper cites Elicitation technique selection: how do experts do it?.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Elicitation technique selection: how do experts do it?

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.735585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:27263332a8c5e04a05e70d1af0d04efc171590a182fe4b4083a83c126a12c7f1

Observation cbfee965-b705-4163-8356-334a7571d926 · outbound

This paper cites The state-of-practice in requirements elicitation: an ex- tended interview study at 12 companies.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology The state-of-practice in requirements elicitation: an ex- tended interview study at 12 companies

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.789429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:1b077df076257df898b8f548886360ec64402c19b20333390f0c438fbe911eb6

Observation 05c4563c-3bb3-46c8-a6b6-abf407a36b95 · outbound

This paper cites Requirements elicitation: A survey of tech- niques, approaches, and tools.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Requirements elicitation: A survey of tech- niques, approaches, and tools

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.749471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:f608320861011921c4a289058c189eed0762d5c668e53b82e7be4f012f7b12da

Observation 3a298590-3aed-45f3-9a9b-7ace16ad5250 · outbound

This paper cites How do requirements evolve during elicitation? an empirical study combining interviews and app store analysis.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology How do requirements evolve during elicitation? an empirical study combining interviews and app store analysis

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.800179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:90f39ada30614d820afa701aaedfd621e940966d4ff50a04cb2fe5c7326f88ad

Observation 01e61577-495a-4484-aa4b-6b7b3787280c · outbound

This paper cites Learning from mistakes: An empirical study of elicitation interviews performed by novices.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Learning from mistakes: An empirical study of elicitation interviews performed by novices

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.750614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:e991cae13216c8355b17dac943cbb0aa8c7b576e1456727ea16a0be0b5cb8d84

Observation 1c0fc4c0-0bf5-4456-9e88-c3757389466d · outbound

This paper cites Common mistakes of student analysts in requirements elicitation interviews.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Common mistakes of student analysts in requirements elicitation interviews

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.789163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:fc86b124b5cced2c210bb7fc37f0817dc53ba8bdc57de3a84b7d58e6ea4ff0e4

Observation 716d0694-d6b2-4c80-bae7-ce0cefeee475 · outbound

This paper cites Towards a typology of questions for requirements elicitation interviews.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Towards a typology of questions for requirements elicitation interviews

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.758257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:f2a8fc1b2288dcb642db271c4b4d96458d3a176a185c54087a8070772a03443f

Observation c61f0574-6ca8-4313-8582-4b237216ca22 · outbound

This paper cites Designing effective interview chatbots: Automatic chatbot profiling and design suggestion generation for chatbot debugging.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Designing effective interview chatbots: Automatic chatbot profiling and design suggestion generation for chatbot debugging

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.769222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:9440796ada391bd92efc01eebab4fb1f7662db168d3d009b8cc1b17244d7c6e4

Observation 37446f7c-b5bc-4e1e-8d88-f5a1899b18b3 · outbound

This paper cites Teaching requirements elicitation interviews: an empirical study of learning from mistakes.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Teaching requirements elicitation interviews: an empirical study of learning from mistakes

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.775790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:0d2a9d2f70444bc2f1dfa13820b37068e4e698deb8a5f2623694b78989d9689e

Observation fb60daa5-19c0-4d53-9efe-334debd5a12e · outbound

This paper cites Learning require- ments elicitation interviews with role-playing, self-assessment and peer- review.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Learning require- ments elicitation interviews with role-playing, self-assessment and peer- review

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.782620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:1059a624033f8e66a861f96cc516489480729ff7781b03b03fc97c2f33d5b263

Observation 8fd35e91-b037-4b60-a861-f24c0d6bf39a · outbound

This paper cites Sapeer and reversesapeer: teaching requirements elicitation inter- views with role-playing and role reversal.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Sapeer and reversesapeer: teaching requirements elicitation inter- views with role-playing and role reversal

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.797535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:69f561eda3d90cdd97d90a70aa9f279e27338189886591e956e4b4fb9ecf4d96

Observation f03c2d9a-4c32-4356-8b29-a45c34a130a3 · outbound

This paper cites Annoterei! a tool for transcribing and annotating requirements elicitation interviews.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Annoterei! a tool for transcribing and annotating requirements elicitation interviews

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.772570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:4a459af99d948b65cbcb755b139b8c464e427c027c64174c33880bc775f9b2d6

Observation 1d71b9da-b402-4913-9d40-767ab98e2b34 · outbound

This paper cites Generating requirements elicitation inter- view scripts with large language models.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Generating requirements elicitation inter- view scripts with large language models

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.801154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:bf62788e1295f700ea55ea620791941fada0cdfda530b6e8423d3ad7780f4511

Observation 8a85f7d4-f2af-416a-91db-550bfb513739 · outbound

This paper cites From elicitation interviews to software requirements: Evaluating llm performance in requirement generation.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology From elicitation interviews to software requirements: Evaluating llm performance in requirement generation

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.731637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:4f8857ac84e2e59f4342c22bce482ef366b55870a2f3cbc5bce404f60c201a16

Observation 1bc21222-a8b3-49e4-8065-95a46130ca89 · outbound

This paper cites Webgen-bench: Evaluating llms on generating interactive and functional websites from scratch.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Webgen-bench: Evaluating llms on generating interactive and functional websites from scratch

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.763026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:4fab8d76aa8d339506b76cbca6498e878ecb0727c51b93cb6804b8cb1f869f3c

Observation e643a744-bb58-4756-9cc1-4fb39aafc43a · outbound

This paper cites Experimental methods: Between-subject and within-subject design.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Experimental methods: Between-subject and within-subject design

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.700687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:2326816d667de2f19cd8dbe005e66002384a09b4eaac64dec43ea2da77fcbf8a

Observation 24f483b6-2d92-43ea-bfe0-3a5a664d2079 · outbound

This paper cites Re- cover: Toward requirements generation from stakeholders’ conversa- tions.

From Chat to Interview: Agentic Requirements Elicitation with an Experience Ontology Re- cover: Toward requirements generation from stakeholders’ conversa- tions

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T16:17:59.724706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T09:18:07.852567Z digest=sha256:339e387e20a40c58403659f41ae15a1615ddcb55112917520a968d15dd4992c2

Pith citing papers

No inbound Pith citation observations are available.