Triple

T15400719
Position Surface form Disambiguated ID Type / Status
Subject Problem Child E368306 entity
Predicate starring P1507 FINISHED
Object Michael Oliver
Michael Oliver is an American former child actor best known for playing the mischievous lead character Junior in the comedy film "Problem Child" and its sequel.
E1155027 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: Michael Oliver | Statement: [Problem Child, starring, Michael Oliver]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Oliver
Context triple: [Problem Child, starring, Michael Oliver]
  • A. David Hackston
    David Hackston was a 17th-century Scottish Covenanter and militant leader known for his role in armed resistance against royal authority, including at the Battle of Bothwell Bridge.
  • B. Paul Trussell
    Paul Trussell is an actor known for appearing in the British television series "Career Girls."
  • C. Iain Cook
    Iain Cook is a Scottish musician, songwriter, and producer best known as a founding member and multi-instrumentalist of the synth-pop band Chvrches.
  • D. Michael Gunton
    Michael Gunton is a British television producer best known for his work on major BBC natural history series such as Planet Earth II and Dynasties.
  • E. Jimmy Shepherd
    Jimmy Shepherd is a main character on the TV sitcom "The Mick," portrayed as a good-natured but dim-witted ex-boyfriend of the protagonist who often gets roped into her chaotic schemes.
  • 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: Michael Oliver
Triple: [Problem Child, starring, Michael Oliver]
Generated description
Michael Oliver is an American former child actor best known for playing the mischievous lead character Junior in the comedy film "Problem Child" and its sequel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Oliver
Target entity description: Michael Oliver is an American former child actor best known for playing the mischievous lead character Junior in the comedy film "Problem Child" and its sequel.
  • A. David Hackston
    David Hackston was a 17th-century Scottish Covenanter and militant leader known for his role in armed resistance against royal authority, including at the Battle of Bothwell Bridge.
  • B. Paul Trussell
    Paul Trussell is an actor known for appearing in the British television series "Career Girls."
  • C. Iain Cook
    Iain Cook is a Scottish musician, songwriter, and producer best known as a founding member and multi-instrumentalist of the synth-pop band Chvrches.
  • D. Michael Gunton
    Michael Gunton is a British television producer best known for his work on major BBC natural history series such as Planet Earth II and Dynasties.
  • E. Jimmy Shepherd
    Jimmy Shepherd is a main character on the TV sitcom "The Mick," portrayed as a good-natured but dim-witted ex-boyfriend of the protagonist who often gets roped into her chaotic schemes.
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e8d89e08190b7cae778d89fb5e1 completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff13567e3481908eb6293c6af35f3a completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff144af00481909191a2d33874c195 completed May 9, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_69ff15ae7c9c81909fd0894e48e5b5b1 completed May 9, 2026, 11:08 a.m.
Created at: April 10, 2026, 3:19 a.m.