Triple

T5341744
Position Surface form Disambiguated ID Type / Status
Subject Rebekah Brooks E123958 entity
Predicate spouse P13 FINISHED
Object 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."
E512155 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: Ross Kemp | Statement: [Rebekah Brooks, spouse, Ross Kemp]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ross Kemp
Context triple: [Rebekah Brooks, spouse, Ross Kemp]
  • A. Russell Brand
    Russell Brand is an English comedian, actor, and author known for his flamboyant, fast-talking style and roles in films such as "Forgetting Sarah Marshall" and "Get Him to the Greek."
  • B. Ben Miller
    Ben Miller is a former Special Forces operative turned mercenary in the action thriller film "Triple Frontier," known for his tactical skills and loyalty to his team.
  • C. Robin Ince
    Robin Ince is a British comedian, writer, and broadcaster best known for his science-themed comedy and co-hosting the BBC radio show "The Infinite Monkey Cage" with physicist Brian Cox.
  • 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. Matthew Downey
    Matthew Downey is an individual associated with or making use of something referred to as "Downey," though publicly available distinguishing information about him is limited.
  • 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: Ross Kemp
Triple: [Rebekah Brooks, spouse, Ross Kemp]
Generated description
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."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ross Kemp
Target entity description: 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."
  • A. Russell Brand
    Russell Brand is an English comedian, actor, and author known for his flamboyant, fast-talking style and roles in films such as "Forgetting Sarah Marshall" and "Get Him to the Greek."
  • B. Ben Miller
    Ben Miller is a former Special Forces operative turned mercenary in the action thriller film "Triple Frontier," known for his tactical skills and loyalty to his team.
  • C. Robin Ince
    Robin Ince is a British comedian, writer, and broadcaster best known for his science-themed comedy and co-hosting the BBC radio show "The Infinite Monkey Cage" with physicist Brian Cox.
  • 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. Matthew Downey
    Matthew Downey is an individual associated with or making use of something referred to as "Downey," though publicly available distinguishing information about him is limited.
  • 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_69bd464b07f8819095aa76577c9829e4 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85cb250c81908a48e4e2bbebbdb9 completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18c8db388190a31f55854e7370fc completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19c8273081908a5138e9af921ec7 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf1a3049648190b5040e587671610a completed March 21, 2026, 10:22 p.m.
Created at: March 20, 2026, 2 p.m.