Triple

T6296602
Position Surface form Disambiguated ID Type / Status
Subject Justin Theroux E141145 entity
Predicate relative P37 FINISHED
Object Louis Theroux
Louis Theroux is a British-American documentary filmmaker and journalist known for his immersive, investigative films and television series exploring unusual subcultures and controversial subjects.
E582857 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: Louis Theroux | Statement: [Justin Theroux, relative, Louis Theroux]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis Theroux
Context triple: [Justin Theroux, relative, Louis Theroux]
  • A. Ross Kemp
    Ross Kemp is a British actor and documentary filmmaker best known for his role as Grant Mitchell in the soap opera "EastEnders" and for his hard-hitting investigative series "Ross Kemp on Gangs."
  • B. Adam Hart-Davis
    Adam Hart-Davis is a British scientist, author, photographer, and television presenter best known for popular science and history programs such as "Local Heroes" and "What the Romans Did for Us."
  • C. Giles Paxman
    Giles Paxman is a British former diplomat who served as the United Kingdom's ambassador to Mexico and later to Spain.
  • D. Alec Clunes
    Alec Clunes was a British actor and theatre manager known for his work on stage and in mid-20th-century British cinema.
  • E. Christopher Benchley
    Christopher Benchley is the son of "Jaws" author Peter Benchley and a member of the Benchley family associated with American literature and ocean conservation.
  • 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: Louis Theroux
Triple: [Justin Theroux, relative, Louis Theroux]
Generated description
Louis Theroux is a British-American documentary filmmaker and journalist known for his immersive, investigative films and television series exploring unusual subcultures and controversial subjects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis Theroux
Target entity description: Louis Theroux is a British-American documentary filmmaker and journalist known for his immersive, investigative films and television series exploring unusual subcultures and controversial subjects.
  • A. Ross Kemp
    Ross Kemp is a British actor and documentary filmmaker best known for his role as Grant Mitchell in the soap opera "EastEnders" and for his hard-hitting investigative series "Ross Kemp on Gangs."
  • B. Adam Hart-Davis
    Adam Hart-Davis is a British scientist, author, photographer, and television presenter best known for popular science and history programs such as "Local Heroes" and "What the Romans Did for Us."
  • C. Giles Paxman
    Giles Paxman is a British former diplomat who served as the United Kingdom's ambassador to Mexico and later to Spain.
  • D. Alec Clunes
    Alec Clunes was a British actor and theatre manager known for his work on stage and in mid-20th-century British cinema.
  • E. Christopher Benchley
    Christopher Benchley is the son of "Jaws" author Peter Benchley and a member of the Benchley family associated with American literature and ocean conservation.
  • 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_69c008cdf2ac8190bb640c94478fb4ed completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0643ac2b48190b2db036ce709e7ea completed March 22, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5198e2c1c81909d39adffbdadcbdf completed March 26, 2026, 11:33 a.m.
NEDg Description generation batch_69c51b04fa688190a366d5c90150a530 completed March 26, 2026, 11:39 a.m.
NED2 Entity disambiguation (via description) batch_69c583978758819094aebde9d410f849 completed March 26, 2026, 7:05 p.m.
Created at: March 22, 2026, 4:27 p.m.