Triple

T477628
Position Surface form Disambiguated ID Type / Status
Subject free software movement E9095 entity
Predicate relatedTo P37 FINISHED
Object access to knowledge movement
The access to knowledge movement is a global advocacy effort that promotes equitable, affordable, and open access to information, culture, and education, often challenging restrictive intellectual property regimes.
E42510 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: access to knowledge movement | Statement: [free software movement, relatedTo, access to knowledge movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: access to knowledge movement
Context triple: [free software movement, relatedTo, access to knowledge movement]
  • A. Open Knowledge Network
    Open Knowledge Network is a collaborative initiative and platform that connects people, data, and tools to promote the creation, sharing, and use of open knowledge worldwide.
  • B. Open Knowledge Foundation
    Open Knowledge Foundation is a global nonprofit organization that promotes open data and open knowledge to foster transparency, innovation, and civic engagement.
  • C. OpenCourseWare movement
    The OpenCourseWare movement is a global initiative in which universities and educators freely share course materials and educational resources online to promote open access to knowledge.
  • D. free culture movement
    The free culture movement is a social and political effort advocating for the freedom to use, modify, and share creative works, challenging restrictive intellectual property laws to promote openness and collaboration.
  • E. Usable Knowledge
    Usable Knowledge is an online resource from the Harvard Graduate School of Education that translates education research into practical insights and tools for educators, policymakers, and the public.
  • 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: access to knowledge movement
Triple: [free software movement, relatedTo, access to knowledge movement]
Generated description
The access to knowledge movement is a global advocacy effort that promotes equitable, affordable, and open access to information, culture, and education, often challenging restrictive intellectual property regimes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: access to knowledge movement
Target entity description: The access to knowledge movement is a global advocacy effort that promotes equitable, affordable, and open access to information, culture, and education, often challenging restrictive intellectual property regimes.
  • A. Open Knowledge Network
    Open Knowledge Network is a collaborative initiative and platform that connects people, data, and tools to promote the creation, sharing, and use of open knowledge worldwide.
  • B. Open Knowledge Foundation
    Open Knowledge Foundation is a global nonprofit organization that promotes open data and open knowledge to foster transparency, innovation, and civic engagement.
  • C. OpenCourseWare movement
    The OpenCourseWare movement is a global initiative in which universities and educators freely share course materials and educational resources online to promote open access to knowledge.
  • D. free culture movement chosen
    The free culture movement is a social and political effort advocating for the freedom to use, modify, and share creative works, challenging restrictive intellectual property laws to promote openness and collaboration.
  • E. Usable Knowledge
    Usable Knowledge is an online resource from the Harvard Graduate School of Education that translates education research into practical insights and tools for educators, policymakers, and the public.
  • F. None of above.

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_69a2e7ff81708190b0507a24a997232c completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2f03f3fbc81909af6e4496d5e6c2a completed Feb. 28, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69a46804b90881908422851eeb9bbba1 completed March 1, 2026, 4:23 p.m.
NEDg Description generation batch_69a46901d5c08190af7ea8b01206505c completed March 1, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69a4696c35c08190890e8159983e2efb completed March 1, 2026, 4:29 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.