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.