Triple

T23326520
Position Surface form Disambiguated ID Type / Status
Subject Smokey and the Bandit E591308 entity
Predicate director P255 FINISHED
Object Hal Needham
Hal Needham was a pioneering Hollywood stuntman-turned-director best known for his high-octane action comedies and influential stunt work in films of the 1970s and 1980s.
E1580598 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: Hal Needham | Statement: [Smokey and the Bandit, director, Hal Needham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hal Needham
Context triple: [Smokey and the Bandit, director, Hal Needham]
  • A. Jim Hammond
    Jim Hammond is the original android Human Torch, a World War II-era superhero who fought alongside Captain America and Namor as part of Marvel Comics' Golden Age.
  • B. Randolph Miller
    Randolph Miller is a young American boy in Henry James's novella "Daisy Miller," known as the outspoken and precocious younger brother of the title character.
  • C. Rob Fleming
    Rob Fleming is the music-obsessed, romantically troubled record store owner who narrates Nick Hornby’s novel "High Fidelity."
  • D. Jack O'Brien
    Jack O'Brien is the introspective eldest son whose childhood memories and spiritual questioning form the emotional core of Terrence Malick’s film "The Tree of Life."
  • E. Al McWhiggin
    Al McWhiggin is the greedy toy collector and antagonist in Pixar's animated film "Toy Story 2," known for stealing Woody to complete a valuable toy set.
  • 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: Hal Needham
Triple: [Smokey and the Bandit, director, Hal Needham]
Generated description
Hal Needham was a pioneering Hollywood stuntman-turned-director best known for his high-octane action comedies and influential stunt work in films of the 1970s and 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hal Needham
Target entity description: Hal Needham was a pioneering Hollywood stuntman-turned-director best known for his high-octane action comedies and influential stunt work in films of the 1970s and 1980s.
  • A. Jim Hammond
    Jim Hammond is the original android Human Torch, a World War II-era superhero who fought alongside Captain America and Namor as part of Marvel Comics' Golden Age.
  • B. Randolph Miller
    Randolph Miller is a young American boy in Henry James's novella "Daisy Miller," known as the outspoken and precocious younger brother of the title character.
  • C. Rob Fleming
    Rob Fleming is the music-obsessed, romantically troubled record store owner who narrates Nick Hornby’s novel "High Fidelity."
  • D. Jack O'Brien
    Jack O'Brien is the introspective eldest son whose childhood memories and spiritual questioning form the emotional core of Terrence Malick’s film "The Tree of Life."
  • E. Al McWhiggin
    Al McWhiggin is the greedy toy collector and antagonist in Pixar's animated film "Toy Story 2," known for stealing Woody to complete a valuable toy set.
  • 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_69e25d1effe4819096907f95f610dbff completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f197eaa7b88190aad2096c110dadea completed April 29, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4cac21808190b47961f670885aa1 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4e7c53d0819096e33379351a3c8f completed May 19, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f26ab808190a7c1b5b73954ef0f completed May 19, 2026, 11:53 a.m.
Created at: April 17, 2026, 5:12 p.m.