Triple

T4666556
Position Surface form Disambiguated ID Type / Status
Subject Naomi Novik E102859 entity
Predicate coFounderOf P104 FINISHED
Object 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.
E461139 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: Organization for Transformative Works | Statement: [Naomi Novik, coFounderOf, Organization for Transformative Works]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Organization for Transformative Works
Context triple: [Naomi Novik, coFounderOf, Organization for Transformative Works]
  • A. Creative Commons
    Creative Commons is a nonprofit organization that provides free, standardized copyright licenses to help creators legally share and reuse their work.
  • B. Creative Commons public domain tools
    Creative Commons public domain tools are a set of legal and technical instruments that help creators and users clearly dedicate works to the public domain or mark them as free of known copyright restrictions for broad, unrestricted reuse.
  • C. Mechanical Licensing Collective
    The Mechanical Licensing Collective is a U.S. nonprofit organization that administers blanket mechanical licenses and collects and distributes digital audio mechanical royalties to songwriters and music publishers.
  • D. Coders’ Rights Project
    The Coders’ Rights Project is an Electronic Frontier Foundation initiative that defends the legal rights and security research freedoms of programmers, hackers, and technologists.
  • E. World Wide Web Foundation
    The World Wide Web Foundation is a nonprofit organization dedicated to advancing an open, accessible, and rights-based web for everyone worldwide.
  • 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: Organization for Transformative Works
Triple: [Naomi Novik, coFounderOf, Organization for Transformative Works]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Organization for Transformative Works
Target entity description: 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.
  • A. Creative Commons
    Creative Commons is a nonprofit organization that provides free, standardized copyright licenses to help creators legally share and reuse their work.
  • B. Creative Commons public domain tools
    Creative Commons public domain tools are a set of legal and technical instruments that help creators and users clearly dedicate works to the public domain or mark them as free of known copyright restrictions for broad, unrestricted reuse.
  • C. Mechanical Licensing Collective
    The Mechanical Licensing Collective is a U.S. nonprofit organization that administers blanket mechanical licenses and collects and distributes digital audio mechanical royalties to songwriters and music publishers.
  • D. Coders’ Rights Project
    The Coders’ Rights Project is an Electronic Frontier Foundation initiative that defends the legal rights and security research freedoms of programmers, hackers, and technologists.
  • E. World Wide Web Foundation
    The World Wide Web Foundation is a nonprofit organization dedicated to advancing an open, accessible, and rights-based web for everyone worldwide.
  • 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_69bd43d9cba4819086c1ab1c2d9d2133 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd633d87788190a3c8946ed6995062 completed March 20, 2026, 3:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69be038912488190a109d4ce624b813d completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be05941ca08190b073c078dfb25429 completed March 21, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_69be05fb27788190bdbaba05fc0798e7 completed March 21, 2026, 2:44 a.m.
Created at: March 20, 2026, 1:15 p.m.