Triple

T16445102
Position Surface form Disambiguated ID Type / Status
Subject The Flamingo Kid E399403 entity
Predicate screenwriter P2831 FINISHED
Object Neil Marshall
Neil Marshall is a screenwriter best known for his work on the coming-of-age film "The Flamingo Kid."
E1213849 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: Neil Marshall | Statement: [The Flamingo Kid, screenwriter, Neil Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neil Marshall
Context triple: [The Flamingo Kid, screenwriter, Neil Marshall]
  • A. Neil Marshall
    Neil Marshall is a British film and television director, producer, and screenwriter best known for genre works such as the horror film "The Descent" and episodes of "Game of Thrones."
  • B. Sam Winder
    Sam Winder is a person notable enough to be specifically recorded as a bearer of the surname Winder.
  • C. Joe Cornish
    Joe Cornish is a British filmmaker, comedian, and writer best known for his work on the sci-fi film "Attack the Block" and his collaborations with Edgar Wright.
  • D. Nico Parker
    Nico Parker is a British actress known for her breakout role in Disney's live-action "Dumbo" (2019) and subsequent appearances in film and television.
  • E. Kevin Macdonald
    Kevin Macdonald is a Scottish filmmaker best known for directing acclaimed documentaries and feature films such as "One Day in September" and "The Last King of Scotland."
  • 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: Neil Marshall
Triple: [The Flamingo Kid, screenwriter, Neil Marshall]
Generated description
Neil Marshall is a screenwriter best known for his work on the coming-of-age film "The Flamingo Kid."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neil Marshall
Target entity description: Neil Marshall is a screenwriter best known for his work on the coming-of-age film "The Flamingo Kid."
  • A. Neil Marshall
    Neil Marshall is a British film and television director, producer, and screenwriter best known for genre works such as the horror film "The Descent" and episodes of "Game of Thrones."
  • B. Sam Winder
    Sam Winder is a person notable enough to be specifically recorded as a bearer of the surname Winder.
  • C. Joe Cornish
    Joe Cornish is a British filmmaker, comedian, and writer best known for his work on the sci-fi film "Attack the Block" and his collaborations with Edgar Wright.
  • D. Nico Parker
    Nico Parker is a British actress known for her breakout role in Disney's live-action "Dumbo" (2019) and subsequent appearances in film and television.
  • E. Kevin Macdonald
    Kevin Macdonald is a Scottish filmmaker best known for directing acclaimed documentaries and feature films such as "One Day in September" and "The Last King of Scotland."
  • 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_69d87f2c6778819080fcfae53be8f12a completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32cdb5d908190bb6c5cb3c794cf4b completed April 18, 2026, 7:03 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0045922d748190bb3200c96f244149 completed May 10, 2026, 8:45 a.m.
NEDg Description generation batch_6a00473d31308190ab836c09da2a82da completed May 10, 2026, 8:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0047b4b6688190afef52b39788ceae completed May 10, 2026, 8:54 a.m.
Created at: April 10, 2026, 5:10 a.m.