Triple

T10827423
Position Surface form Disambiguated ID Type / Status
Subject Demand Progress E255529 entity
Predicate coFounder P2835 FINISHED
Object David Segal
David Segal is a progressive activist and former Rhode Island state legislator best known for co-founding the digital civil liberties and advocacy organization Demand Progress.
E886846 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: David Segal | Statement: [Demand Progress, coFounder, David Segal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Segal
Context triple: [Demand Progress, coFounder, David Segal]
  • A. Douglas Segal
    Douglas Segal is a film producer best known for his work on the action-comedy movie "Bulletproof Monk."
  • B. Dan Gershon
    Dan Gershon is known as the brother of American actress Gina Gershon.
  • C. Dan Avidan
    Dan Avidan is an American musician, comedian, and internet personality best known as co-host of the Let's Play web series Game Grumps and as the lead singer of the musical comedy duo Ninja Sex Party.
  • D. Alan Siegel
    Alan Siegel is a film producer best known for his long-running collaboration with actor Gerard Butler on action and thriller movies.
  • E. Eli Segal
    Eli Segal was an American political strategist and nonprofit leader known for his senior roles in Democratic campaigns and for helping launch major national service initiatives like AmeriCorps.
  • 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: David Segal
Triple: [Demand Progress, coFounder, David Segal]
Generated description
David Segal is a progressive activist and former Rhode Island state legislator best known for co-founding the digital civil liberties and advocacy organization Demand Progress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Segal
Target entity description: David Segal is a progressive activist and former Rhode Island state legislator best known for co-founding the digital civil liberties and advocacy organization Demand Progress.
  • A. Douglas Segal
    Douglas Segal is a film producer best known for his work on the action-comedy movie "Bulletproof Monk."
  • B. Dan Gershon
    Dan Gershon is known as the brother of American actress Gina Gershon.
  • C. Dan Avidan
    Dan Avidan is an American musician, comedian, and internet personality best known as co-host of the Let's Play web series Game Grumps and as the lead singer of the musical comedy duo Ninja Sex Party.
  • D. Alan Siegel
    Alan Siegel is a film producer best known for his long-running collaboration with actor Gerard Butler on action and thriller movies.
  • E. Eli Segal
    Eli Segal was an American political strategist and nonprofit leader known for his senior roles in Democratic campaigns and for helping launch major national service initiatives like AmeriCorps.
  • 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_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d734d2b9f88190b79a7b168d7836c8 completed April 9, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69de8592d8f08190ac577395ad7cc557 completed April 14, 2026, 6:21 p.m.
NEDg Description generation batch_69de8956d9f081909d076c5e413c1f74 completed April 14, 2026, 6:37 p.m.
NED2 Entity disambiguation (via description) batch_69de8e80fe80819088ac76bb5abc58f0 completed April 14, 2026, 6:59 p.m.
Created at: April 8, 2026, 9:19 p.m.