Triple

T13672928
Position Surface form Disambiguated ID Type / Status
Subject Café Society E327796 entity
Predicate character P662 FINISHED
Object Marty Dorfman
Marty Dorfman is a character in Woody Allen's 2016 romantic comedy film "Café Society," set in 1930s Hollywood and New York.
E1131407 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: Marty Dorfman | Statement: [Café Society, character, Marty Dorfman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marty Dorfman
Context triple: [Café Society, character, Marty Dorfman]
  • A. Cliff Dorfman
    Cliff Dorfman is an American screenwriter and filmmaker best known for co-writing the acclaimed sports drama film "Warrior" (2011).
  • B. Marty Katz
    Marty Katz is a film producer known for his work on movies such as the World War II drama "The Great Raid."
  • C. Marty Baron
    Marty Baron is an American journalist and former editor of The Boston Globe and The Washington Post, widely recognized for overseeing the Globe’s Pulitzer Prize–winning investigation into the Catholic Church sexual abuse scandal depicted in the film "Spotlight."
  • D. Mort Briskin
    Mort Briskin was a screenwriter known for his work on mid-20th-century American films, including the crime drama "A Man Alone."
  • E. Marty Cohen
    Marty Cohen is a political scientist known for his co-authorship of the influential book "The Party Decides," which analyzes the role of party elites in U.S. presidential nominations.
  • 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: Marty Dorfman
Triple: [Café Society, character, Marty Dorfman]
Generated description
Marty Dorfman is a character in Woody Allen's 2016 romantic comedy film "Café Society," set in 1930s Hollywood and New York.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marty Dorfman
Target entity description: Marty Dorfman is a character in Woody Allen's 2016 romantic comedy film "Café Society," set in 1930s Hollywood and New York.
  • A. Cliff Dorfman
    Cliff Dorfman is an American screenwriter and filmmaker best known for co-writing the acclaimed sports drama film "Warrior" (2011).
  • B. Marty Katz
    Marty Katz is a film producer known for his work on movies such as the World War II drama "The Great Raid."
  • C. Marty Baron
    Marty Baron is an American journalist and former editor of The Boston Globe and The Washington Post, widely recognized for overseeing the Globe’s Pulitzer Prize–winning investigation into the Catholic Church sexual abuse scandal depicted in the film "Spotlight."
  • D. Mort Briskin
    Mort Briskin was a screenwriter known for his work on mid-20th-century American films, including the crime drama "A Man Alone."
  • E. Marty Cohen
    Marty Cohen is a political scientist known for his co-authorship of the influential book "The Party Decides," which analyzes the role of party elites in U.S. presidential nominations.
  • 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_69d8076f1fa8819094664a59b55010df completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc65aab348190a6611f5765f8392d completed April 12, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe967cea3c81909d9b600501897a41 completed May 9, 2026, 2:05 a.m.
NEDg Description generation batch_69fe978c4e34819096ae7e486a517a66 completed May 9, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_69fe97f01e4881908380b8796d016c25 completed May 9, 2026, 2:12 a.m.
Created at: April 9, 2026, 9:53 p.m.