Triple

T6449687
Position Surface form Disambiguated ID Type / Status
Subject The Villages E139831 entity
Predicate founder P104 FINISHED
Object Harold Schwartz
Harold Schwartz was an American businessman and real estate developer best known for creating and developing The Villages, one of the largest retirement communities in the United States.
E642962 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: Harold Schwartz | Statement: [The Villages, founder, Harold Schwartz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harold Schwartz
Context triple: [The Villages, founder, Harold Schwartz]
  • A. Harold Blum
    Harold Blum is an individual notable enough to be recognized as a namesake of the surname Blum, though specific widely known biographical details are not clearly established.
  • B. Jacob Schwartz
    Jacob Schwartz was one of the Russian Jewish immigrant anarchists prosecuted in the 1919 U.S. Supreme Court case Abrams v. United States for distributing anti-war leaflets during World War I.
  • C. Morris Hirsch
    Morris Hirsch is an American mathematician known for his contributions to differential topology and dynamical systems, as well as for coauthoring the influential textbook "Differential Equations, Dynamical Systems, and Linear Algebra."
  • D. Marvin Duchow
    Marvin Duchow was a Canadian musicologist and influential professor of music at McGill University, known for his scholarship in Renaissance and Baroque music.
  • E. Harvey Lembeck
    Harvey Lembeck was an American character actor and comedian best known for his roles in films like the "Beach Party" series and on television’s "The Phil Silvers Show."
  • 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: Harold Schwartz
Triple: [The Villages, founder, Harold Schwartz]
Generated description
Harold Schwartz was an American businessman and real estate developer best known for creating and developing The Villages, one of the largest retirement communities in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harold Schwartz
Target entity description: Harold Schwartz was an American businessman and real estate developer best known for creating and developing The Villages, one of the largest retirement communities in the United States.
  • A. Harold Blum
    Harold Blum is an individual notable enough to be recognized as a namesake of the surname Blum, though specific widely known biographical details are not clearly established.
  • B. Jacob Schwartz
    Jacob Schwartz was one of the Russian Jewish immigrant anarchists prosecuted in the 1919 U.S. Supreme Court case Abrams v. United States for distributing anti-war leaflets during World War I.
  • C. Morris Hirsch
    Morris Hirsch is an American mathematician known for his contributions to differential topology and dynamical systems, as well as for coauthoring the influential textbook "Differential Equations, Dynamical Systems, and Linear Algebra."
  • D. Marvin Duchow
    Marvin Duchow was a Canadian musicologist and influential professor of music at McGill University, known for his scholarship in Renaissance and Baroque music.
  • E. Harvey Lembeck
    Harvey Lembeck was an American character actor and comedian best known for his roles in films like the "Beach Party" series and on television’s "The Phil Silvers Show."
  • 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_69c008b301948190a35854e5284dc822 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c069b2c7bc81908c683ec22cad9628 completed March 22, 2026, 10:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79c6ec470819088f16fd762d3c7d7 completed March 28, 2026, 9:16 a.m.
NEDg Description generation batch_69c7a08c55688190899a68f257e42d93 completed March 28, 2026, 9:34 a.m.
NED2 Entity disambiguation (via description) batch_69c7a0f02dfc8190b49a828245dd226a completed March 28, 2026, 9:35 a.m.
Created at: March 22, 2026, 4:47 p.m.