Triple

T6883552
Position Surface form Disambiguated ID Type / Status
Subject Paul Bogart E158858 entity
Predicate birthName P65 FINISHED
Object Paul Bogoff
Paul Bogoff is the birth name of American television and film director Paul Bogart, known for his work on series like "All in the Family" and various acclaimed TV movies.
E625182 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: Paul Bogoff | Statement: [Paul Bogart, birthName, Paul Bogoff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul Bogoff
Context triple: [Paul Bogart, birthName, Paul Bogoff]
  • A. Fred Karger
    Fred Karger was an American musician and vocal coach best known for his work at major Hollywood studios and his long, on-and-off marriage to actress Jane Wyman.
  • B. Peter Bohren
    Peter Bohren was a 19th-century Swiss mountain guide best known for leading the first successful ascent of the Eiger in the Bernese Alps.
  • C. Charles Resnik
    Charles Resnik is the brother of the late NASA astronaut Judith Resnik, who was one of the astronauts killed in the 1986 Space Shuttle Challenger disaster.
  • D. Michael C. Gross
    Michael C. Gross was an American film producer and art director best known for his work on the Ghostbusters franchise and other popular comedies of the 1980s and early 1990s.
  • E. David Anspaugh
    David Anspaugh is an American film and television director best known for directing the sports dramas "Hoosiers" and "Rudy."
  • 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: Paul Bogoff
Triple: [Paul Bogart, birthName, Paul Bogoff]
Generated description
Paul Bogoff is the birth name of American television and film director Paul Bogart, known for his work on series like "All in the Family" and various acclaimed TV movies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul Bogoff
Target entity description: Paul Bogoff is the birth name of American television and film director Paul Bogart, known for his work on series like "All in the Family" and various acclaimed TV movies.
  • A. Fred Karger
    Fred Karger was an American musician and vocal coach best known for his work at major Hollywood studios and his long, on-and-off marriage to actress Jane Wyman.
  • B. Peter Bohren
    Peter Bohren was a 19th-century Swiss mountain guide best known for leading the first successful ascent of the Eiger in the Bernese Alps.
  • C. Charles Resnik
    Charles Resnik is the brother of the late NASA astronaut Judith Resnik, who was one of the astronauts killed in the 1986 Space Shuttle Challenger disaster.
  • D. Michael C. Gross
    Michael C. Gross was an American film producer and art director best known for his work on the Ghostbusters franchise and other popular comedies of the 1980s and early 1990s.
  • E. David Anspaugh
    David Anspaugh is an American film and television director best known for directing the sports dramas "Hoosiers" and "Rudy."
  • 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_69c688342f6c8190ad7eea6ba262db99 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8ea59108190a85f9112b6a4e59a completed March 27, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742d00d848190a4bab9800a7e3888 completed March 28, 2026, 2:54 a.m.
NEDg Description generation batch_69c74389290c8190a9a2a3675c31316b completed March 28, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69c7444e57a881908808a4bd96505048 completed March 28, 2026, 3 a.m.
Created at: March 27, 2026, 2:23 p.m.