Triple

T11493831
Position Surface form Disambiguated ID Type / Status
Subject Hotel Berlin E272482 entity
Predicate screenwriter P2831 FINISHED
Object Harold Buchman
Harold Buchman was an American screenwriter active during Hollywood’s mid-20th century era, known for his work on films such as "Hotel Berlin."
E948665 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 Buchman | Statement: [Hotel Berlin, screenwriter, Harold Buchman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harold Buchman
Context triple: [Hotel Berlin, screenwriter, Harold Buchman]
  • A. 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.
  • B. Herb Jaffe
    Herb Jaffe was an American film producer known for his work on genre films, including the cult horror classic "Fright Night" (1985).
  • C. Irwin M. Blum
    Irwin M. Blum is the father of American film and television producer Jason Blum.
  • D. Glenn Fleshler
    Glenn Fleshler is an American character actor known for his intense and often menacing roles in film and television, including appearances in projects like "True Detective," "Billions," and "Joker."
  • E. 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."
  • 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 Buchman
Triple: [Hotel Berlin, screenwriter, Harold Buchman]
Generated description
Harold Buchman was an American screenwriter active during Hollywood’s mid-20th century era, known for his work on films such as "Hotel Berlin."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harold Buchman
Target entity description: Harold Buchman was an American screenwriter active during Hollywood’s mid-20th century era, known for his work on films such as "Hotel Berlin."
  • A. 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.
  • B. Herb Jaffe
    Herb Jaffe was an American film producer known for his work on genre films, including the cult horror classic "Fright Night" (1985).
  • C. Irwin M. Blum
    Irwin M. Blum is the father of American film and television producer Jason Blum.
  • D. Glenn Fleshler
    Glenn Fleshler is an American character actor known for his intense and often menacing roles in film and television, including appearances in projects like "True Detective," "Billions," and "Joker."
  • E. 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."
  • 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_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85ddffdf88190a00e94ad5b8b91a5 completed April 10, 2026, 2:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69f12fcc1f2481908423370681dc869e completed April 28, 2026, 10:08 p.m.
NEDg Description generation batch_69f138b5f8988190a7ff95095eafd0b1 completed April 28, 2026, 10:46 p.m.
NED2 Entity disambiguation (via description) batch_69f14e9b30a88190a054961a2f7fc80d completed April 29, 2026, 12:19 a.m.
Created at: April 8, 2026, 9:36 p.m.