Triple

T2658262
Position Surface form Disambiguated ID Type / Status
Subject Blood Diamond E54665 entity
Predicate producer P490 FINISHED
Object Marshall Herskovitz
Marshall Herskovitz is an American film and television producer, director, and screenwriter best known for his collaborations with Edward Zwick on projects such as "thirtysomething," "Legends of the Fall," and "The Last Samurai."
E398681 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: Marshall Herskovitz | Statement: [Blood Diamond, producer, Marshall Herskovitz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marshall Herskovitz
Context triple: [Blood Diamond, producer, Marshall Herskovitz]
  • A. Daniel H. Weiss
    Daniel H. Weiss is an American art historian and academic leader who served as president and CEO of New York’s Metropolitan Museum of Art.
  • B. 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.
  • C. Lawrence Hauben
    Lawrence Hauben was an American screenwriter best known for co-writing the acclaimed film adaptation of "One Flew Over the Cuckoo's Nest," for which he received an Academy Award nomination.
  • D. Michael Saltzman
    Michael Saltzman is a screenwriter best known for co-writing the 2006 reboot of "The Pink Panther" starring Steve Martin.
  • E. Richard N. Gladstein
    Richard N. Gladstein is an American film producer known for his work on numerous acclaimed independent and studio films, including collaborations with prominent directors like Quentin Tarantino.
  • 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: Marshall Herskovitz
Triple: [Blood Diamond, producer, Marshall Herskovitz]
Generated description
Marshall Herskovitz is an American film and television producer, director, and screenwriter best known for his collaborations with Edward Zwick on projects such as "thirtysomething," "Legends of the Fall," and "The Last Samurai."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marshall Herskovitz
Target entity description: Marshall Herskovitz is an American film and television producer, director, and screenwriter best known for his collaborations with Edward Zwick on projects such as "thirtysomething," "Legends of the Fall," and "The Last Samurai."
  • A. Daniel H. Weiss
    Daniel H. Weiss is an American art historian and academic leader who served as president and CEO of New York’s Metropolitan Museum of Art.
  • B. 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.
  • C. Lawrence Hauben
    Lawrence Hauben was an American screenwriter best known for co-writing the acclaimed film adaptation of "One Flew Over the Cuckoo's Nest," for which he received an Academy Award nomination.
  • D. Michael Saltzman
    Michael Saltzman is a screenwriter best known for co-writing the 2006 reboot of "The Pink Panther" starring Steve Martin.
  • E. Richard N. Gladstein
    Richard N. Gladstein is an American film producer known for his work on numerous acclaimed independent and studio films, including collaborations with prominent directors like Quentin Tarantino.
  • 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_69ab49e028948190b97e01d73548b1d9 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd94dcaa48190aec625f68ce61a02 completed March 7, 2026, 7:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5281079fc8190a69ae43b14407736 completed March 14, 2026, 9:19 a.m.
NEDg Description generation batch_69b528a32bf08190975c481419c4b164 completed March 14, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_69b5290622008190885f4b8729a67f14 completed March 14, 2026, 9:23 a.m.
Created at: March 6, 2026, 9:53 p.m.