Triple

T18854682
Position Surface form Disambiguated ID Type / Status
Subject Organization for Transformative Works E461139 entity
Predicate operates P24 FINISHED
Object Transformative Works and Cultures
Transformative Works and Cultures is a peer-reviewed academic journal that explores fanworks, fan communities, and participatory culture through interdisciplinary scholarship.
E1345070 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Transformative Works and Cultures | Statement: [Organization for Transformative Works, operates, Transformative Works and Cultures]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transformative Works and Cultures
Context triple: [Organization for Transformative Works, operates, Transformative Works and Cultures]
  • A. Organization for Transformative Works
    The Organization for Transformative Works is a nonprofit advocacy group dedicated to preserving and promoting fanworks and fan culture, best known for running the Archive of Our Own (AO3) fanfiction platform.
  • B. The Public Domain: Enclosing the Commons of the Mind
    The Public Domain: Enclosing the Commons of the Mind is a scholarly book by legal theorist James Boyle that examines how expanding intellectual property rights threaten shared cultural and informational resources.
  • C. Congress pour la Liberté de la Culture
    Congress pour la Liberté de la Culture was an influential Cold War–era anti-communist cultural organization, later revealed to have been covertly funded by the CIA to promote Western liberal values through intellectual and artistic activities.
  • D. Program on Information Justice and Intellectual Property
    The Program on Information Justice and Intellectual Property is an academic center focused on the intersection of intellectual property law, information policy, and social justice.
  • E. Center for the Study of the Public Domain
    The Center for the Study of the Public Domain is a Duke University research center that examines the role, value, and protection of the public domain in intellectual property law and culture.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Transformative Works and Cultures
Triple: [Organization for Transformative Works, operates, Transformative Works and Cultures]
Generated description
Transformative Works and Cultures is a peer-reviewed academic journal that explores fanworks, fan communities, and participatory culture through interdisciplinary scholarship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transformative Works and Cultures
Target entity description: Transformative Works and Cultures is a peer-reviewed academic journal that explores fanworks, fan communities, and participatory culture through interdisciplinary scholarship.
  • A. Organization for Transformative Works
    The Organization for Transformative Works is a nonprofit advocacy group dedicated to preserving and promoting fanworks and fan culture, best known for running the Archive of Our Own (AO3) fanfiction platform.
  • B. The Public Domain: Enclosing the Commons of the Mind
    The Public Domain: Enclosing the Commons of the Mind is a scholarly book by legal theorist James Boyle that examines how expanding intellectual property rights threaten shared cultural and informational resources.
  • C. Congress pour la Liberté de la Culture
    Congress pour la Liberté de la Culture was an influential Cold War–era anti-communist cultural organization, later revealed to have been covertly funded by the CIA to promote Western liberal values through intellectual and artistic activities.
  • D. Program on Information Justice and Intellectual Property
    The Program on Information Justice and Intellectual Property is an academic center focused on the intersection of intellectual property law, information policy, and social justice.
  • E. Center for the Study of the Public Domain
    The Center for the Study of the Public Domain is a Duke University research center that examines the role, value, and protection of the public domain in intellectual property law and culture.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8dcfb7b9c8190854e7b171b98ea2e completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c05c16e88190a08b6a8b94e1c9f9 completed April 20, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05677b705c81908bdf6a7bbbb67277 completed May 14, 2026, 6:11 a.m.
NEDg Description generation batch_6a05691c2e8c81908ec65273d8e2f7bd completed May 14, 2026, 6:18 a.m.
NED2 Entity disambiguation (via description) batch_6a0569a782c08190b7b09f2926160bbf completed May 14, 2026, 6:20 a.m.
Created at: April 10, 2026, 11:57 a.m.