Triple

T477683
Position Surface form Disambiguated ID Type / Status
Subject Free Software Foundation E9096 entity
Predicate hasProgram P178 FINISHED
Object FSF Associate Membership
FSF Associate Membership is a paid supporter program that allows individuals to back the Free Software Foundation’s work financially while receiving benefits such as newsletters, discounts, and voting rights in board elections.
E9096 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: FSF Associate Membership | Statement: [Free Software Foundation, hasProgram, FSF Associate Membership]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: FSF Associate Membership
Context triple: [Free Software Foundation, hasProgram, FSF Associate Membership]
  • A. Term Member Program
    The Term Member Program is a Council on Foreign Relations initiative that brings together early- to mid-career professionals for a fixed-term membership focused on foreign policy education, networking, and leadership development.
  • B. Free Software Foundation
    The Free Software Foundation is a nonprofit organization that promotes computer users' freedom and defends the rights of all software users through advocacy, licensing, and development of free software.
  • C. AIME Honorary Membership
    AIME Honorary Membership is a prestigious lifetime recognition awarded by the American Institute of Mining, Metallurgical, and Petroleum Engineers to individuals who have made exceptional contributions to the mineral, materials, and energy industries.
  • D. ACM Membership Services
    ACM Membership Services is the division of the Association for Computing Machinery that manages member programs, benefits, and professional development initiatives for computing professionals worldwide.
  • E. ACM Senior Member
    An ACM Senior Member is a mid-level professional recognition by the Association for Computing Machinery awarded to experienced computing professionals for significant technical and professional contributions.
  • 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: FSF Associate Membership
Triple: [Free Software Foundation, hasProgram, FSF Associate Membership]
Generated description
FSF Associate Membership is a paid supporter program that allows individuals to back the Free Software Foundation’s work financially while receiving benefits such as newsletters, discounts, and voting rights in board elections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: FSF Associate Membership
Target entity description: FSF Associate Membership is a paid supporter program that allows individuals to back the Free Software Foundation’s work financially while receiving benefits such as newsletters, discounts, and voting rights in board elections.
  • A. Term Member Program
    The Term Member Program is a Council on Foreign Relations initiative that brings together early- to mid-career professionals for a fixed-term membership focused on foreign policy education, networking, and leadership development.
  • B. Free Software Foundation chosen
    The Free Software Foundation is a nonprofit organization that promotes computer users' freedom and defends the rights of all software users through advocacy, licensing, and development of free software.
  • C. AIME Honorary Membership
    AIME Honorary Membership is a prestigious lifetime recognition awarded by the American Institute of Mining, Metallurgical, and Petroleum Engineers to individuals who have made exceptional contributions to the mineral, materials, and energy industries.
  • D. ACM Membership Services
    ACM Membership Services is the division of the Association for Computing Machinery that manages member programs, benefits, and professional development initiatives for computing professionals worldwide.
  • E. ACM Senior Member
    An ACM Senior Member is a mid-level professional recognition by the Association for Computing Machinery awarded to experienced computing professionals for significant technical and professional contributions.
  • 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.