Triple

T2910635
Position Surface form Disambiguated ID Type / Status
Subject Beauty and the Beast (1987 TV series) E63674 entity
Predicate developer P73 FINISHED
Object Ron Koslow
Ron Koslow is an American television writer and producer best known for creating the fantasy drama series "Beauty and the Beast" (1987) and for his work on various genre and crime shows.
E311879 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: Ron Koslow | Statement: [Beauty and the Beast (1987 TV series), developer, Ron Koslow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ron Koslow
Context triple: [Beauty and the Beast (1987 TV series), developer, Ron Koslow]
  • A. Robert Kurtzman
    Robert Kurtzman is an American special effects artist, director, and screenwriter best known as a founding member of KNB EFX Group and for creating the original story for the film "From Dusk Till Dawn."
  • B. Bob Haldeman
    Bob Haldeman was a key aide and White House Chief of Staff to U.S. President Richard Nixon, best known for his central role in the Watergate scandal.
  • C. Marty Katz
    Marty Katz is a film producer known for his work on movies such as the World War II drama "The Great Raid."
  • D. Sam Jaffe
    Sam Jaffe was an American actor and character performer known for memorable roles in classic films such as "Gunga Din," "The Asphalt Jungle," and "Ben-Hur."
  • E. Johnny Gandelsman
    Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
  • 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: Ron Koslow
Triple: [Beauty and the Beast (1987 TV series), developer, Ron Koslow]
Generated description
Ron Koslow is an American television writer and producer best known for creating the fantasy drama series "Beauty and the Beast" (1987) and for his work on various genre and crime shows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ron Koslow
Target entity description: Ron Koslow is an American television writer and producer best known for creating the fantasy drama series "Beauty and the Beast" (1987) and for his work on various genre and crime shows.
  • A. Robert Kurtzman
    Robert Kurtzman is an American special effects artist, director, and screenwriter best known as a founding member of KNB EFX Group and for creating the original story for the film "From Dusk Till Dawn."
  • B. Bob Haldeman
    Bob Haldeman was a key aide and White House Chief of Staff to U.S. President Richard Nixon, best known for his central role in the Watergate scandal.
  • C. Marty Katz
    Marty Katz is a film producer known for his work on movies such as the World War II drama "The Great Raid."
  • D. Sam Jaffe
    Sam Jaffe was an American actor and character performer known for memorable roles in classic films such as "Gunga Din," "The Asphalt Jungle," and "Ben-Hur."
  • E. Johnny Gandelsman
    Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
  • 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_69ab4c44ab448190b9411324e8a1fc1d completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe0e899808190a348e1e71116d0a5 completed March 7, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69b0865c719c8190aacafe236b02c844 completed March 10, 2026, 9 p.m.
NEDg Description generation batch_69b0dcd67c848190b1428a4a7a568ad6 completed March 11, 2026, 3:09 a.m.
NED2 Entity disambiguation (via description) batch_69b0dd3eb5248190aee95803673c75a4 completed March 11, 2026, 3:10 a.m.
Created at: March 6, 2026, 10:11 p.m.