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.