Triple

T1408064
Position Surface form Disambiguated ID Type / Status
Subject The Walking Dead E31741 entity
Predicate creator P184 FINISHED
Object Frank Darabont
Frank Darabont is an American filmmaker and screenwriter best known for directing acclaimed Stephen King adaptations such as The Shawshank Redemption and The Green Mile.
E161237 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: Frank Darabont | Statement: [The Walking Dead, creator, Frank Darabont]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Frank Darabont
Context triple: [The Walking Dead, creator, Frank Darabont]
  • A. 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.
  • B. Joel Schumacher
    Joel Schumacher was an American film director, producer, and screenwriter best known for stylish genre films such as "The Lost Boys," "Falling Down," and two Batman movies in the 1990s.
  • C. James Gray
    James Gray is an American filmmaker known for his character-driven dramas and visually rich, classical storytelling in films such as "The Lost City of Z," "Ad Astra," and "We Own the Night."
  • D. Lawrence Kasdan
    Lawrence Kasdan is an American filmmaker and screenwriter known for his work on major films such as *The Empire Strikes Back*, *Raiders of the Lost Ark*, and *The Big Chill*.
  • E. Peter Jackson
    Peter Jackson is a New Zealand filmmaker best known for directing and co-writing the epic film adaptations of J.R.R. Tolkien's "The Lord of the Rings" and "The Hobbit."
  • 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: Frank Darabont
Triple: [The Walking Dead, creator, Frank Darabont]
Generated description
Frank Darabont is an American filmmaker and screenwriter best known for directing acclaimed Stephen King adaptations such as The Shawshank Redemption and The Green Mile.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Frank Darabont
Target entity description: Frank Darabont is an American filmmaker and screenwriter best known for directing acclaimed Stephen King adaptations such as The Shawshank Redemption and The Green Mile.
  • A. 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.
  • B. Joel Schumacher
    Joel Schumacher was an American film director, producer, and screenwriter best known for stylish genre films such as "The Lost Boys," "Falling Down," and two Batman movies in the 1990s.
  • C. James Gray
    James Gray is an American filmmaker known for his character-driven dramas and visually rich, classical storytelling in films such as "The Lost City of Z," "Ad Astra," and "We Own the Night."
  • D. Lawrence Kasdan
    Lawrence Kasdan is an American filmmaker and screenwriter known for his work on major films such as *The Empire Strikes Back*, *Raiders of the Lost Ark*, and *The Big Chill*.
  • E. Peter Jackson
    Peter Jackson is a New Zealand filmmaker best known for directing and co-writing the epic film adaptations of J.R.R. Tolkien's "The Lord of the Rings" and "The Hobbit."
  • 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_69a49918e1f88190ba610f9dc8114578 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3bf7f0c8190aee96818de6ff4a5 completed March 1, 2026, 10:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace5770ea08190ac91b47a4ed5bf35 completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace62a94e88190883d25cdb748e8c1 completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace68ab3788190bc3b55dd9a0fe267 completed March 8, 2026, 3:01 a.m.
Created at: March 1, 2026, 7:59 p.m.