Triple

T499219
Position Surface form Disambiguated ID Type / Status
Subject Shakespeare in Love E10362 entity
Predicate producer P490 FINISHED
Object Edward Zwick
Edward Zwick is an American filmmaker and producer best known for directing and producing acclaimed films such as Glory, Legends of the Fall, and The Last Samurai, as well as co-creating the television series Thirtysomething.
E63853 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: Edward Zwick | Statement: [Shakespeare in Love, producer, Edward Zwick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Edward Zwick
Context triple: [Shakespeare in Love, producer, Edward Zwick]
  • A. Sam Wood
    Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
  • B. Norman Jewison
    Norman Jewison was a Canadian film director and producer best known for acclaimed movies such as "In the Heat of the Night," "Fiddler on the Roof," and "Moonstruck."
  • C. Tom Hooper
    Tom Hooper is an Academy Award–winning British film and television director best known for works such as "The King’s Speech" and "Les Misérables."
  • D. Eric Roth
    Eric Roth is an acclaimed American screenwriter best known for writing the Oscar-winning screenplay for "Forrest Gump" and contributing to numerous other major films.
  • E. Ron Howard
    Ron Howard is an American filmmaker and former child actor best known for directing acclaimed films such as "A Beautiful Mind," "Apollo 13," and "Cocoon."
  • 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: Edward Zwick
Triple: [Shakespeare in Love, producer, Edward Zwick]
Generated description
Edward Zwick is an American filmmaker and producer best known for directing and producing acclaimed films such as Glory, Legends of the Fall, and The Last Samurai, as well as co-creating the television series Thirtysomething.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Edward Zwick
Target entity description: Edward Zwick is an American filmmaker and producer best known for directing and producing acclaimed films such as Glory, Legends of the Fall, and The Last Samurai, as well as co-creating the television series Thirtysomething.
  • A. Sam Wood
    Sam Wood was an American film director best known for his work during Hollywood’s Golden Age, including classics such as "A Night at the Opera," "Goodbye, Mr. Chips," and "The Pride of the Yankees."
  • B. Norman Jewison
    Norman Jewison was a Canadian film director and producer best known for acclaimed movies such as "In the Heat of the Night," "Fiddler on the Roof," and "Moonstruck."
  • C. Tom Hooper
    Tom Hooper is an Academy Award–winning British film and television director best known for works such as "The King’s Speech" and "Les Misérables."
  • D. Eric Roth
    Eric Roth is an acclaimed American screenwriter best known for writing the Oscar-winning screenplay for "Forrest Gump" and contributing to numerous other major films.
  • E. Ron Howard
    Ron Howard is an American filmmaker and former child actor best known for directing acclaimed films such as "A Beautiful Mind," "Apollo 13," and "Cocoon."
  • 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_69a2e847df8481909239ec08ccf1e376 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f119b14c8190a5a6b119579c2682 completed Feb. 28, 2026, 1:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69a49eb990308190a3306f5408eec850 completed March 1, 2026, 8:16 p.m.
NEDg Description generation batch_69a49f60529481908b68c2fdb6120641 completed March 1, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69a4a01e54f08190be389a351aa131f0 completed March 1, 2026, 8:22 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.