Triple

T16635177
Position Surface form Disambiguated ID Type / Status
Subject Three Ninjas E404179 entity
Predicate screenwriter P2831 FINISHED
Object Edward Emanuel
Edward Emanuel is a screenwriter best known for co-writing the 1992 family martial-arts comedy film "Three Ninjas."
E1224160 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 Emanuel | Statement: [Three Ninjas, screenwriter, Edward Emanuel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Edward Emanuel
Context triple: [Three Ninjas, screenwriter, Edward Emanuel]
  • A. Edward Blount
    Edward Blount was a prominent early 17th-century London stationer and publisher best known for co-publishing Shakespeare’s First Folio.
  • B. John Grote
    John Grote was a 19th-century English philosopher and Anglican clergyman known for his work in moral philosophy and his influence within the Cambridge intellectual community.
  • C. Andrew Healey
    Andrew Healey is a person notable enough to be specifically referenced as a bearer of the surname Healey.
  • D. Thomas Cheyne
    Thomas Cheyne was a 16th-century English politician and courtier who held high offices under Henry VIII and Edward VI, including serving on the regency council that governed during Edward VI’s minority.
  • E. Robert Gibbes
    Robert Gibbes was a colonial-era political figure from the prominent Gibbes family, known for serving as a governor of the Province of South Carolina in the early 18th century.
  • 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 Emanuel
Triple: [Three Ninjas, screenwriter, Edward Emanuel]
Generated description
Edward Emanuel is a screenwriter best known for co-writing the 1992 family martial-arts comedy film "Three Ninjas."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Edward Emanuel
Target entity description: Edward Emanuel is a screenwriter best known for co-writing the 1992 family martial-arts comedy film "Three Ninjas."
  • A. Edward Blount
    Edward Blount was a prominent early 17th-century London stationer and publisher best known for co-publishing Shakespeare’s First Folio.
  • B. John Grote
    John Grote was a 19th-century English philosopher and Anglican clergyman known for his work in moral philosophy and his influence within the Cambridge intellectual community.
  • C. Andrew Healey
    Andrew Healey is a person notable enough to be specifically referenced as a bearer of the surname Healey.
  • D. Thomas Cheyne
    Thomas Cheyne was a 16th-century English politician and courtier who held high offices under Henry VIII and Edward VI, including serving on the regency council that governed during Edward VI’s minority.
  • E. Robert Gibbes
    Robert Gibbes was a colonial-era political figure from the prominent Gibbes family, known for serving as a governor of the Province of South Carolina in the early 18th century.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e378e999d48190bff680040dbc883d completed April 18, 2026, 12:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a007dc05bd881909c6b2e0d95622aa1 completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007e1909b88190ad2587b5d5433e2e completed May 10, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_6a007eda229c8190a6b99400141cf0b6 completed May 10, 2026, 12:49 p.m.
Created at: April 10, 2026, 5:17 a.m.