Triple

T21368127
Position Surface form Disambiguated ID Type / Status
Subject Amanda Barrie E526974 entity
Predicate spouse P13 FINISHED
Object Hilary Bonner
Hilary Bonner is a British crime novelist and former journalist known for her psychological thrillers and for being married to actress Amanda Barrie.
E1522555 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: Hilary Bonner | Statement: [Amanda Barrie, spouse, Hilary Bonner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hilary Bonner
Context triple: [Amanda Barrie, spouse, Hilary Bonner]
  • A. Hilary Jeffkins
    Hilary Jeffkins is a television producer best known for her work on the British nature documentary series "Wild Isles."
  • B. Hilary Bailey
    Hilary Bailey was a British writer and editor known for her science fiction, feminist literature, and involvement in the New Wave SF movement.
  • C. Hilary Booth
    Hilary Booth is a flamboyant, temperamental leading lady and radio actress on the 1940s-set television series "Remember WENN."
  • D. Hilary Armstrong
    Hilary Armstrong is a British Labour politician who served as a Member of Parliament and held several senior government roles under Prime Minister Tony Blair.
  • E. Rachel McCleary
    Rachel McCleary is an American economist and scholar known for her work on the intersection of religion, culture, and economic development.
  • 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: Hilary Bonner
Triple: [Amanda Barrie, spouse, Hilary Bonner]
Generated description
Hilary Bonner is a British crime novelist and former journalist known for her psychological thrillers and for being married to actress Amanda Barrie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hilary Bonner
Target entity description: Hilary Bonner is a British crime novelist and former journalist known for her psychological thrillers and for being married to actress Amanda Barrie.
  • A. Hilary Jeffkins
    Hilary Jeffkins is a television producer best known for her work on the British nature documentary series "Wild Isles."
  • B. Hilary Bailey
    Hilary Bailey was a British writer and editor known for her science fiction, feminist literature, and involvement in the New Wave SF movement.
  • C. Hilary Booth
    Hilary Booth is a flamboyant, temperamental leading lady and radio actress on the 1940s-set television series "Remember WENN."
  • D. Hilary Armstrong
    Hilary Armstrong is a British Labour politician who served as a Member of Parliament and held several senior government roles under Prime Minister Tony Blair.
  • E. Rachel McCleary
    Rachel McCleary is an American economist and scholar known for her work on the intersection of religion, culture, and economic development.
  • 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_69e0b51e80808190ba5cb05667af02a9 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69ee5baf5fb4819093f8d8afdd83ffdb completed April 26, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9ea620f08190971672a93a2088d1 completed May 18, 2026, 5:07 a.m.
NEDg Description generation batch_6a0a9f68713081908ac4878d8792eb19 completed May 18, 2026, 5:11 a.m.
NED2 Entity disambiguation (via description) batch_6a0a9fd1b6e4819093cc7c68f0229102 completed May 18, 2026, 5:12 a.m.
Created at: April 16, 2026, 5:09 p.m.