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Paper Citation Record · LEDGER

Extracting Knowledge Graphs from User Stories using LangChain

As of 23 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2506.11020.

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

pith.paper-citation-record.v1
2506.11020 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:30:36.109458Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

60 of 60 outbound references displayed

  • verified exact2
  • verified fuzzy45
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 21b893fa-ddce-4bb3-92cb-97954185bb2e · outbound

This paper cites Extracting do- main models from textual requirements in the era of large language models.

Extracting Knowledge Graphs from User Stories using LangChain Extracting do- main models from textual requirements in the era of large language models

Reference 1

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 1b2cfc63-7e57-434e-b2c7-5ef4b45d26d1 · outbound

This paper cites PromptNER: Prompting For Named Entity Recognition.

Extracting Knowledge Graphs from User Stories using LangChain PromptNER: Prompting For Named Entity Recognition

Reference 2

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fbc15c9c-505e-4340-bd2f-b8ded105c484 · outbound

This paper cites An ontology-based approach to automate the software development process.

Extracting Knowledge Graphs from User Stories using LangChain An ontology-based approach to automate the software development process

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation fe668931-5f2a-416c-aad8-5f7052fca710 · outbound

This paper cites The agile manifesto, 2001.

Extracting Knowledge Graphs from User Stories using LangChain The agile manifesto, 2001

Reference 4

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 8e561f0a-aa3e-41a4-a415-94afff1135d9 · outbound

This paper cites De- riving domain models from user stories: Human vs.

Extracting Knowledge Graphs from User Stories using LangChain De- riving domain models from user stories: Human vs

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.803497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 31f0f0fd-3327-47d4-b220-a090b84a7fad · outbound

This paper cites Domain modeling and domain engineering: Key tasks in require- ments engineering.

Extracting Knowledge Graphs from User Stories using LangChain Domain modeling and domain engineering: Key tasks in require- ments engineering

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 980eb323-f8a3-40e2-a08f-499773b89389 · outbound

This paper cites Jumping nlp curves: A review of natural language processing research.

Extracting Knowledge Graphs from User Stories using LangChain Jumping nlp curves: A review of natural language processing research

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.783254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation d6f48885-d7c3-4786-b0ef-11842dffb626 · outbound

This paper cites A survey on evaluation of large language models.

Extracting Knowledge Graphs from User Stories using LangChain A survey on evaluation of large language models

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 277c6eba-b819-4af9-88d2-c14f1ce3dec3 · outbound

This paper cites Langchain, 2022.

Extracting Knowledge Graphs from User Stories using LangChain Langchain, 2022

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 62a17216-6c8d-49e8-9ae6-0680e7234ccc · outbound

This paper cites Llmgraphtransformer, 2023.

Extracting Knowledge Graphs from User Stories using LangChain Llmgraphtransformer, 2023

Reference 10

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation da27320a-571b-473f-bf80-ee9b1c0ff0e1 · outbound

This paper cites Generative ai for requirements engineering: A systematic literature review.

Extracting Knowledge Graphs from User Stories using LangChain Generative ai for requirements engineering: A systematic literature review

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation de6b65c4-0167-4f89-8546-498fcbefaac6 · outbound

This paper cites Know your customers’ jobs to be done.

Extracting Knowledge Graphs from User Stories using LangChain Know your customers’ jobs to be done

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 42957ae5-fd2c-42ee-9c83-0493f60ad1c6 · outbound

This paper cites User stories applied: For agile software development.

Extracting Knowledge Graphs from User Stories using LangChain User stories applied: For agile software development

Reference 13

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation c43b68d0-c6a6-4a07-8a33-9e4f4a31eb9c · outbound

This paper cites Software Engineering Technical Committee.

Extracting Knowledge Graphs from User Stories using LangChain Software Engineering Technical Committee

Reference 14

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 4a3fb3d2-faec-48e7-862f-7c0246a90949 · outbound

This paper cites Extracting knowledge graphs from user stories using langchain, 2024.

Extracting Knowledge Graphs from User Stories using LangChain Extracting knowledge graphs from user stories using langchain, 2024

Reference 15

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 10e56f3a-e4dd-465d-a0cb-6eecb793e8a1 · outbound

This paper cites Requirements data sets (user stories), July 2018.

Extracting Knowledge Graphs from User Stories using LangChain Requirements data sets (user stories), July 2018

Reference 16

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 5c4eba3e-ab3a-4796-8af7-e045fdfc028b · outbound

This paper cites Detecting terminological ambiguity in user stories: Tool and experimentation.

Extracting Knowledge Graphs from User Stories using LangChain Detecting terminological ambiguity in user stories: Tool and experimentation

Reference 17

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 943133e0-b31e-4bc1-82ad-71b252abc116 · outbound

This paper cites Requirements engineering tools: Capa- bilities, survey and assessment.

Extracting Knowledge Graphs from User Stories using LangChain Requirements engineering tools: Capa- bilities, survey and assessment

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.699790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation da120a3a-a491-429f-8707-923047dae4cd · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Extracting Knowledge Graphs from User Stories using LangChain BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 19

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 14f2fb4b-266d-4bd6-a9a9-b7badf5354cd · outbound

This paper cites Automatic generation of uml se- quence diagrams from user stories in scrum process.

Extracting Knowledge Graphs from User Stories using LangChain Automatic generation of uml se- quence diagrams from user stories in scrum process

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.690037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 8b269186-d72d-4556-8ace-34d9c1929d9a · outbound

This paper cites Automatic transformation of user stories into uml use case diagrams using nlp techniques.

Extracting Knowledge Graphs from User Stories using LangChain Automatic transformation of user stories into uml use case diagrams using nlp techniques

Reference 21

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation add1185c-456a-42b9-b1c0-e98514613420 · outbound

This paper cites Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions?.

Extracting Knowledge Graphs from User Stories using LangChain Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions?

Reference 22

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no resolver link, observed 2026-08-15T21:30:35.970707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2bd964a6-d845-42bf-b355-1cb19e667a26 · outbound

This paper cites Large language models for software engineering: Survey and open problems.

Extracting Knowledge Graphs from User Stories using LangChain Large language models for software engineering: Survey and open problems

Reference 23

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raw_fallback, observed 2026-08-15T21:30:36.670854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation bcca0c24-6d65-4dc5-a138-cddb700f5450 · outbound

This paper cites Knowledge graphs methodology, tools and selected use cases (2020).

Extracting Knowledge Graphs from User Stories using LangChain Knowledge graphs methodology, tools and selected use cases (2020)

Reference 24

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raw_fallback, observed 2026-08-15T21:30:36.661175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation fc119932-1a9f-4cef-902c-478e161bbce4 · outbound

This paper cites TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks.

Extracting Knowledge Graphs from User Stories using LangChain TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks

Reference 25

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local_arxiv, observed 2026-08-15T21:30:36.209424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:35.981560Z digest=sha256:e2842201f09b09847f90452049346546269ca993661ddf573a04039766747280

Observation b450a56b-df59-4fc7-bcbf-6448ea7dd2a3 · outbound

This paper cites Connecting user stories and code for test development.

Extracting Knowledge Graphs from User Stories using LangChain Connecting user stories and code for test development

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.650109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 0760a6f9-3a1e-4650-818c-ed4f68733a65 · outbound

This paper cites Facts and fallacies of software engineering.

Extracting Knowledge Graphs from User Stories using LangChain Facts and fallacies of software engineering

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.639944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 4c9852d7-afa9-4ee7-8a1c-cee49d963594 · outbound

This paper cites Large Language Models for Software Engineering: A Systematic Literature Review.

Extracting Knowledge Graphs from User Stories using LangChain Large Language Models for Software Engineering: A Systematic Literature Review

Reference 28

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1d8a1e96-246a-4596-848b-a379817fdcaf · outbound

This paper cites Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions.

Extracting Knowledge Graphs from User Stories using LangChain Unveiling LLM Evaluation Focused on Metrics: Challenges and Solutions

Reference 29

Resolution
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no resolver link, observed 2026-08-15T21:30:35.996339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c254b3f3-b0b9-43f9-bcb8-29b3d4927e8a · outbound

This paper cites A Study on the Implementation Method of an Agent-Based Advanced RAG System Using Graph.

Extracting Knowledge Graphs from User Stories using LangChain A Study on the Implementation Method of an Agent-Based Advanced RAG System Using Graph

Reference 30

Resolution
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no resolver link, observed 2026-08-15T21:30:35.999881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bbe72e4f-30e3-4bf4-8a51-eb5c100fc985 · outbound

This paper cites Research Trends for the Interplay between Large Language Models and Knowledge Graphs.

Extracting Knowledge Graphs from User Stories using LangChain Research Trends for the Interplay between Large Language Models and Knowledge Graphs

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 69bd01ea-04e8-4152-962c-448bdfbf1a35 · outbound

This paper cites Extracting queryable knowledge graphs from user stories: An empirical evaluation.

Extracting Knowledge Graphs from User Stories using LangChain Extracting queryable knowledge graphs from user stories: An empirical evaluation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.630000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.005865Z digest=sha256:1f261da3c55749d27d42bed77bfad05ff75da6bb1d2d4571573233619ed8908b

Observation 2aee4f6c-9212-4f2d-97a9-335cfbb8231f · outbound

This paper cites Conditional random fields: Probabilistic models for segmenting and labeling sequence data.

Extracting Knowledge Graphs from User Stories using LangChain Conditional random fields: Probabilistic models for segmenting and labeling sequence data

Reference 33

Resolution
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no resolver link, observed 2026-08-15T21:30:36.008664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:30:36.008664Z digest=sha256:923b9eff737ac2dac6fe3176990ac374195c594461fc53cb0990d9f17fd60976

Observation b2171bf7-280f-46c7-b4b1-6242206ba675 · outbound

This paper cites Improving agile requirements: the quality user story framework and tool.

Extracting Knowledge Graphs from User Stories using LangChain Improving agile requirements: the quality user story framework and tool

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.614984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.011578Z digest=sha256:47e1facfce31a293f4503739e9124e013ea5263d318aee0ce43ea648773e9f4d

Observation a502fff5-ed8f-4a9a-be94-3482cc1cb552 · outbound

This paper cites Extracting conceptual models from user stories with visual narrator.

Extracting Knowledge Graphs from User Stories using LangChain Extracting conceptual models from user stories with visual narrator

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.604163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.014336Z digest=sha256:e225bdbe572ec4927de1aea7ae4d2a8f229aa93e2f7bd2b3f6d52c62d769e24a

Observation 4422584b-1922-46c6-8b1f-6b3b5bbc75d2 · outbound

This paper cites An approach for knowledge graphs-based user stories in agile methodologies.

Extracting Knowledge Graphs from User Stories using LangChain An approach for knowledge graphs-based user stories in agile methodologies

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.595776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.017668Z digest=sha256:9a1598ebf1f0bf19455692d35c32cbfb409a73a7616e133cda876bed087dcd87

Observation 77538c60-4c4b-424a-99b2-9db41880b927 · outbound

This paper cites Transforming conversational ai.

Extracting Knowledge Graphs from User Stories using LangChain Transforming conversational ai

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.586611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.021676Z digest=sha256:fcffde9ea6dc59f29b92724bc5d5a47af91e89d728bafba144fc5a16d52422b3

Observation cb8aabda-da19-4829-a6c3-8f7ec8c9d571 · outbound

This paper cites Modelling agile back- logs as composable artifacts to support developers and product owners.

Extracting Knowledge Graphs from User Stories using LangChain Modelling agile back- logs as composable artifacts to support developers and product owners

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.576709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.025261Z digest=sha256:d00669c87de7a99d112fe3baef78d8cc43552ff341722715ab580575bcf532ea

Observation a979f587-e647-43f3-a829-f5f1c7e3df1a · outbound

This paper cites Extracting domain models from user stories- repository, 2023.

Extracting Knowledge Graphs from User Stories using LangChain Extracting domain models from user stories- repository, 2023

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.566089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.029417Z digest=sha256:b7e4a9a19e00518de0549d3cdd2eccd11b2466fa5f39ef29770fdc73b298c139

Observation 16cb0dd4-2f2f-4781-a1d3-fbb2380ddff4 · outbound

This paper cites Natural language processing: an introduction.

Extracting Knowledge Graphs from User Stories using LangChain Natural language processing: an introduction

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T21:30:36.033710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:30:36.033710Z digest=sha256:81ba064e2e587e72a065f050849f4c6d205331dd539cd2fbb39645649a36e95a

Observation b8d7aff8-9cdc-491a-8e9c-d3496c2e7f0a · outbound

This paper cites doccano: Text annotation tool for human, 2018.

Extracting Knowledge Graphs from User Stories using LangChain doccano: Text annotation tool for human, 2018

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.549992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.038025Z digest=sha256:9e63a8abc89391672a975f3b6231e670857a004919e56b5f99fbe82ef3d6e32d

Observation 9ca29a59-902c-4841-b072-d7dc37291d64 · outbound

This paper cites Towards a generation of class diagram from user stories in agile methods.

Extracting Knowledge Graphs from User Stories using LangChain Towards a generation of class diagram from user stories in agile methods

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.540058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.042187Z digest=sha256:b2840624b5a34e3d3610c727a6999edaf4f7ba492731acbaab0c7bfe07642a98

Observation 626d19af-ac9c-4e0a-9a6e-798efee09742 · outbound

This paper cites Neo4j - the world’s leading graph database, 2024.

Extracting Knowledge Graphs from User Stories using LangChain Neo4j - the world’s leading graph database, 2024

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.530721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.045660Z digest=sha256:e1a23a907d890d40361dcfeb16f8adfbc7306572fb315fd1644abacef01254ae

Observation cca739ce-16c3-4681-b5f5-4b757b3205c1 · outbound

This paper cites Prompt engineering, 2023.

Extracting Knowledge Graphs from User Stories using LangChain Prompt engineering, 2023

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.521166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.051252Z digest=sha256:6aa9a419e1ef50d27d87c955758d80af5e4ae7e4e8bee60b87cda7de11aec54e

Observation 3b0aaa3a-fd43-471c-9643-1a3a01bd435e · outbound

This paper cites Chatgpt: Openai language model, 2024.

Extracting Knowledge Graphs from User Stories using LangChain Chatgpt: Openai language model, 2024

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.512891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.055413Z digest=sha256:aa0dfc0bb58c13497026cbc09cc2c7f0901fd7e95731545e05b43edb2ef22e11

Observation 9e9bf397-c375-45a9-bcea-ae5952f46034 · outbound

This paper cites Requirements engineering: An overview.

Extracting Knowledge Graphs from User Stories using LangChain Requirements engineering: An overview

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.504104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.059125Z digest=sha256:555922c1055ea9b33cfad00e00c4e38aff30162bc5cc876c7b28584ded1d71c8

Observation ef16daf1-a91b-48a0-b904-b592dd4a30a8 · outbound

This paper cites User stories and natural language processing: A systematic literature review.

Extracting Knowledge Graphs from User Stories using LangChain User stories and natural language processing: A systematic literature review

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.494761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.062762Z digest=sha256:bff6438518507e1295bcbc9a76ef4044ba2ba7b1c24e4173393b98c3abbdc1d3

Observation f4120b44-1867-4b65-a069-b89ff700eacd · outbound

This paper cites Automated extraction of conceptual models from user stories via nlp.

Extracting Knowledge Graphs from User Stories using LangChain Automated extraction of conceptual models from user stories via nlp

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.484316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.066323Z digest=sha256:baaae535161f9d4ef5dee466744e93790ea3bd7289cd369afd077f3fcb575d30

Observation 1b6b0182-65db-43af-a0ab-839d3e689fc2 · outbound

This paper cites ace- design/qualified-user-stories: Version 1.0, July 2023.

Extracting Knowledge Graphs from User Stories using LangChain ace- design/qualified-user-stories: Version 1.0, July 2023

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.472131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.070228Z digest=sha256:6770e609de6434488eee2fe99e5912e7d59005ed060a0b7f3af5050ca58c4c68

Observation db578449-f3af-40a9-bb2d-258837b22cb8 · outbound

This paper cites The scrum guide.

Extracting Knowledge Graphs from User Stories using LangChain The scrum guide

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.462816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.073632Z digest=sha256:223f3cca404241de112a1e34d2c582dea85f1bf90afa375eb1dd43b56c7f0438

Observation 93554467-3684-4f11-b1ee-ab810a24c3d9 · outbound

This paper cites Revolu- tionizing mental health care through langchain: A journey with a large language model.

Extracting Knowledge Graphs from User Stories using LangChain Revolu- tionizing mental health care through langchain: A journey with a large language model

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.453204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.077457Z digest=sha256:599f2d07689f902ab6f13c7ff5484deb47a64bede753033d725607e4f44c6811

Observation 8778015d-c3b2-4473-9d4d-1392bb78582b · outbound

This paper cites Software engineering (ed.).

Extracting Knowledge Graphs from User Stories using LangChain Software engineering (ed.)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.442849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.081375Z digest=sha256:3c47d120d49768af11b11a2c42ada2ca28c3839d1684a87930dce7c48b8d4a46

Observation 5a0338f5-0846-409f-8e93-ffad16e8a61e · outbound

This paper cites Handbook on ontologies.

Extracting Knowledge Graphs from User Stories using LangChain Handbook on ontologies

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.432782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.085125Z digest=sha256:57976a6c56169590fd83c62b380669f1def59c48aff9b4911b21ab1314b0b231

Observation 95aafdf0-6247-4bef-9cbf-a77daa85b897 · outbound

This paper cites Attention is all you need.

Extracting Knowledge Graphs from User Stories using LangChain Attention is all you need

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T21:30:36.088572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:30:36.088572Z digest=sha256:22a610652980414976af14d13cdfc4622181bb782361330cbe946f1a912dd3f1

Observation a76b4616-8ba4-477e-a56c-4017811ccaba · outbound

This paper cites Unleashing chatgpt’s power: A case study on optimizing information retrieval in flipped classrooms via prompt engineering.

Extracting Knowledge Graphs from User Stories using LangChain Unleashing chatgpt’s power: A case study on optimizing information retrieval in flipped classrooms via prompt engineering

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.415208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.091959Z digest=sha256:c8555d6fa7c9bef49d8dffb3b4346c3da5549aa7c40e2c037e7a61ca03838b88

Observation 78fc7ddf-a18a-4b60-ad41-4f9c41bbb290 · outbound

This paper cites Chatgpt prompt patterns for improving code quality, refactoring, requirements elic- itation, and software design.

Extracting Knowledge Graphs from User Stories using LangChain Chatgpt prompt patterns for improving code quality, refactoring, requirements elic- itation, and software design

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.401931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.095382Z digest=sha256:0bf24ca7968b39fc130afb0c927010936112af9a4d4f4a4cab638734858ca014

Observation 5c93a004-dd1b-4491-959c-9ea08d2efe88 · outbound

This paper cites Fundamentals of codes, graphs, and iterative decoding, volume 714.

Extracting Knowledge Graphs from User Stories using LangChain Fundamentals of codes, graphs, and iterative decoding, volume 714

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.392538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.098816Z digest=sha256:200dce207ad556e2765dd9135b8fbe2dddcb333cc0af80b77d0c77bd757359c1

Observation ceb502dd-b105-45c9-96a7-1e6f41954b6d · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Extracting Knowledge Graphs from User Stories using LangChain BERTScore: Evaluating Text Generation with BERT

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-15T21:30:36.102010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:30:36.102010Z digest=sha256:4f78a7886dda7c11f98fafada8dbc571eb369e66c61437d7656e326db769d1a6

Observation 3d356b00-cfa0-4fac-b4fc-a607908c3c9e · outbound

This paper cites Natural language pro- cessing for requirements engineering: A systematic mapping study.ACM Computing Surveys (CSUR), 54(3):1–41, 2021.

Extracting Knowledge Graphs from User Stories using LangChain Natural language pro- cessing for requirements engineering: A systematic mapping study.ACM Computing Surveys (CSUR), 54(3):1–41, 2021

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:30:36.380606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-15T21:30:36.105857Z digest=sha256:af174be451c3635192b6132da20e4a9d51f9ea17fd1188bd6506e089bb66cd7d

Observation add0443a-d44b-4498-b61f-89bcddd18184 · outbound

This paper cites UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition.

Extracting Knowledge Graphs from User Stories using LangChain UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-15T21:30:36.109458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:30:36.109458Z digest=sha256:164e7885e6058b7872830f52d75f0e4f4392996d6a45d885a2297010f6a79662

Pith citing papers

No inbound Pith citation observations are available.