Triple

T2598063
Position Surface form Disambiguated ID Type / Status
Subject Brewster Kahle E58277 entity
Predicate movement P81 FINISHED
Object open access movement
The open access movement is a global effort to make scholarly research and educational resources freely available online without financial, legal, or technical barriers.
E282070 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: open access movement | Statement: [Brewster Kahle, movement, open access movement]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: open access movement
Context triple: [Brewster Kahle, movement, open access movement]
  • A. open-source movement
    The open-source movement is a collaborative software development and licensing philosophy that promotes freely accessible, modifiable, and shareable source code, fostering community-driven innovation and transparency.
  • B. open data movement
    The open data movement is a global initiative advocating that data—especially from governments and public institutions—be freely available, accessible, and reusable by anyone to promote transparency, innovation, and civic engagement.
  • C. Guerrilla Open Access
    Guerrilla Open Access is an activist movement and philosophy advocating the mass liberation and free sharing of scholarly and cultural information, closely associated with Aaron Swartz’s writings and actions.
  • 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. 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.
  • 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: open access movement
Triple: [Brewster Kahle, movement, open access movement]
Generated description
The open access movement is a global effort to make scholarly research and educational resources freely available online without financial, legal, or technical barriers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: open access movement
Target entity description: The open access movement is a global effort to make scholarly research and educational resources freely available online without financial, legal, or technical barriers.
  • A. open-source movement
    The open-source movement is a collaborative software development and licensing philosophy that promotes freely accessible, modifiable, and shareable source code, fostering community-driven innovation and transparency.
  • B. open data movement
    The open data movement is a global initiative advocating that data—especially from governments and public institutions—be freely available, accessible, and reusable by anyone to promote transparency, innovation, and civic engagement.
  • C. Guerrilla Open Access
    Guerrilla Open Access is an activist movement and philosophy advocating the mass liberation and free sharing of scholarly and cultural information, closely associated with Aaron Swartz’s writings and actions.
  • 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. 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.
  • 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_69ab4ac14040819098b13f4a27d5c8ff completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd4548b1081909d28f88ea5e14202 completed March 7, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69af83cc45f8819099d581725a53e527 completed March 10, 2026, 2:37 a.m.
NEDg Description generation batch_69af84a15b5c8190bb68b6ff313adb6c completed March 10, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69af85a6060c8190a80d5633d1b8a9d5 completed March 10, 2026, 2:44 a.m.
Created at: March 6, 2026, 9:49 p.m.