Triple

T8666146
Position Surface form Disambiguated ID Type / Status
Subject John W. Gardner E205678 entity
Predicate founded P104 FINISHED
Object Independent Sector
Independent Sector is a prominent U.S. coalition of nonprofits, foundations, and corporate giving programs that works to strengthen and advocate for the charitable and philanthropic sector.
E749401 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: Independent Sector | Statement: [John W. Gardner, founded, Independent Sector]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Independent Sector
Context triple: [John W. Gardner, founded, Independent Sector]
  • A. Independent
    Independent refers to a political stance characterized by not being formally aligned with or registered in any established political party.
  • B. Private Sector Forum
    The Private Sector Forum is a business-focused gathering held alongside the Summits of the Americas where corporate leaders, policymakers, and other stakeholders discuss economic integration, investment, and development priorities in the region.
  • C. G-7 sector
    G-7 sector is a central residential and commercial neighborhood in Islamabad, Pakistan, known for its grid-planned layout and proximity to key government and business areas.
  • D. Independent party
    The Independent party refers to a loose political grouping in 17th-century England associated with the English Independents, who advocated congregational church governance and played a significant role during the English Civil War and Interregnum.
  • E. Nenguanje sector
    Nenguanje sector is a coastal area within Colombia’s Tayrona National Natural Park, known for its beaches, natural scenery, and access to nearby ecotourism sites.
  • 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: Independent Sector
Triple: [John W. Gardner, founded, Independent Sector]
Generated description
Independent Sector is a prominent U.S. coalition of nonprofits, foundations, and corporate giving programs that works to strengthen and advocate for the charitable and philanthropic sector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Independent Sector
Target entity description: Independent Sector is a prominent U.S. coalition of nonprofits, foundations, and corporate giving programs that works to strengthen and advocate for the charitable and philanthropic sector.
  • A. Independent
    Independent refers to a political stance characterized by not being formally aligned with or registered in any established political party.
  • B. Private Sector Forum
    The Private Sector Forum is a business-focused gathering held alongside the Summits of the Americas where corporate leaders, policymakers, and other stakeholders discuss economic integration, investment, and development priorities in the region.
  • C. G-7 sector
    G-7 sector is a central residential and commercial neighborhood in Islamabad, Pakistan, known for its grid-planned layout and proximity to key government and business areas.
  • D. Independent party
    The Independent party refers to a loose political grouping in 17th-century England associated with the English Independents, who advocated congregational church governance and played a significant role during the English Civil War and Interregnum.
  • E. Nenguanje sector
    Nenguanje sector is a coastal area within Colombia’s Tayrona National Natural Park, known for its beaches, natural scenery, and access to nearby ecotourism sites.
  • 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_69ca83516ae88190aefe034b3bc589e3 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc48a1dd1481908c56abca48fcd562 completed March 31, 2026, 10:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecd1592788190a882fb7218f95807 completed April 2, 2026, 8:09 p.m.
NEDg Description generation batch_69cece8e5afc8190912b6eb9c80dd073 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf8ee4f48190bb901e35ade91b6c completed April 2, 2026, 8:20 p.m.
Created at: March 30, 2026, 6:31 p.m.