Triple

T1923467
Position Surface form Disambiguated ID Type / Status
Subject Breakfast at Tiffany's E40174 entity
Predicate hasCharacter P2308 FINISHED
Object O. J. Berman
O. J. Berman is a theatrical Hollywood agent character in Truman Capote’s *Breakfast at Tiffany’s*, known for his brash manner and for having tried to turn Holly Golightly into a movie star.
E256368 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: O. J. Berman | Statement: [Breakfast at Tiffany's, hasCharacter, O. J. Berman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: O. J. Berman
Context triple: [Breakfast at Tiffany's, hasCharacter, O. J. Berman]
  • A. Pandro S. Berman
    Pandro S. Berman was a prominent American film producer of Hollywood’s classic era, known for overseeing numerous successful MGM and RKO pictures.
  • B. Lawrence Bender
    Lawrence Bender is an American film producer best known for his longtime collaboration with Quentin Tarantino on influential films such as "Pulp Fiction" and the "Kill Bill" series.
  • C. Jerry L. Ross
    Jerry L. Ross is a retired U.S. Air Force officer and NASA astronaut renowned for holding a record number of Space Shuttle flights and spacewalks during the construction of the International Space Station.
  • D. Lanny Breuer
    Lanny Breuer is an American lawyer who served as Assistant Attorney General for the U.S. Department of Justice’s Criminal Division and later became a prominent partner at Covington & Burling.
  • E. Lyle Bettger
    Lyle Bettger was an American character actor best known for his frequent portrayals of suave villains in mid-20th-century Hollywood films and television.
  • 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: O. J. Berman
Triple: [Breakfast at Tiffany's, hasCharacter, O. J. Berman]
Generated description
O. J. Berman is a theatrical Hollywood agent character in Truman Capote’s *Breakfast at Tiffany’s*, known for his brash manner and for having tried to turn Holly Golightly into a movie star.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: O. J. Berman
Target entity description: O. J. Berman is a theatrical Hollywood agent character in Truman Capote’s *Breakfast at Tiffany’s*, known for his brash manner and for having tried to turn Holly Golightly into a movie star.
  • A. Pandro S. Berman
    Pandro S. Berman was a prominent American film producer of Hollywood’s classic era, known for overseeing numerous successful MGM and RKO pictures.
  • B. Lawrence Bender
    Lawrence Bender is an American film producer best known for his longtime collaboration with Quentin Tarantino on influential films such as "Pulp Fiction" and the "Kill Bill" series.
  • C. Jerry L. Ross
    Jerry L. Ross is a retired U.S. Air Force officer and NASA astronaut renowned for holding a record number of Space Shuttle flights and spacewalks during the construction of the International Space Station.
  • D. Lanny Breuer
    Lanny Breuer is an American lawyer who served as Assistant Attorney General for the U.S. Department of Justice’s Criminal Division and later became a prominent partner at Covington & Burling.
  • E. Edwin Blashfield
    Edwin Blashfield was an American muralist and painter best known for his large-scale allegorical works in prominent public buildings across the United States.
  • 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_69a8864298748190a2f2fd34f7ef8d77 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb23459ac819088ded5bfac9d4aad completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae892f5bac8190b1033a1eacfab7ef completed March 9, 2026, 8:47 a.m.
NEDg Description generation batch_69ae8ab5bf78819085120418a26cbe28 completed March 9, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69ae8b2a89788190975ab66f432f834f completed March 9, 2026, 8:56 a.m.
Created at: March 4, 2026, 7:35 p.m.