Triple

T2313813
Position Surface form Disambiguated ID Type / Status
Subject Aaron Swartz E51016 entity
Predicate notableWork P4 FINISHED
Object Demand Progress organization
Demand Progress is a progressive advocacy organization co-founded by Aaron Swartz that focuses on issues like internet freedom, civil liberties, and government reform.
E255529 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: Demand Progress organization | Statement: [Aaron Swartz, notableWork, Demand Progress organization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Demand Progress organization
Context triple: [Aaron Swartz, notableWork, Demand Progress organization]
  • A. Center for Civic Engagement
    The Center for Civic Engagement is a Bard College initiative that promotes public service, community partnerships, and experiential learning to connect students and faculty with real-world civic and social issues.
  • B. Social Justice Fund
    Social Justice Fund is a philanthropic initiative focused on advancing racial and social equity, created by billionaire investor and activist Clara Wu Tsai.
  • C. Coalition for Change
    Coalition for Change was a center-right political alliance in Chile that supported Sebastián Piñera and other conservative and liberal parties in national elections.
  • D. Center for American Progress
    The Center for American Progress is a prominent progressive public policy research and advocacy organization based in Washington, D.C., influential in shaping Democratic and liberal policy agendas in the United States.
  • E. Movement for Democratic Change
    The Movement for Democratic Change is a major Zimbabwean opposition political party formed in 1999 to challenge the long-ruling ZANU–PF and advocate for democratic reforms and human rights.
  • 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: Demand Progress organization
Triple: [Aaron Swartz, notableWork, Demand Progress organization]
Generated description
Demand Progress is a progressive advocacy organization co-founded by Aaron Swartz that focuses on issues like internet freedom, civil liberties, and government reform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Demand Progress organization
Target entity description: Demand Progress is a progressive advocacy organization co-founded by Aaron Swartz that focuses on issues like internet freedom, civil liberties, and government reform.
  • A. Center for Civic Engagement
    The Center for Civic Engagement is a Bard College initiative that promotes public service, community partnerships, and experiential learning to connect students and faculty with real-world civic and social issues.
  • B. Social Justice Fund
    Social Justice Fund is a philanthropic initiative focused on advancing racial and social equity, created by billionaire investor and activist Clara Wu Tsai.
  • C. Coalition for Change
    Coalition for Change was a center-right political alliance in Chile that supported Sebastián Piñera and other conservative and liberal parties in national elections.
  • D. Center for American Progress
    The Center for American Progress is a prominent progressive public policy research and advocacy organization based in Washington, D.C., influential in shaping Democratic and liberal policy agendas in the United States.
  • E. Movement for Democratic Change
    The Movement for Democratic Change is a major Zimbabwean opposition political party formed in 1999 to challenge the long-ruling ZANU–PF and advocate for democratic reforms and human rights.
  • 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_69a88b074b908190ae983dbca7757d88 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc61c1ef08190911d5f58c2e91189 completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae895f5420819087b403e9772dce9a completed March 9, 2026, 8:48 a.m.
NEDg Description generation batch_69ae8af65eb88190b17d74e7411967cc completed March 9, 2026, 8:55 a.m.
NED2 Entity disambiguation (via description) batch_69ae8ba02cec8190917c0e17d3fedb0e completed March 9, 2026, 8:58 a.m.
Created at: March 4, 2026, 7:49 p.m.