Triple

T20006825
Position Surface form Disambiguated ID Type / Status
Subject Behind Her Eyes E494480 entity
Predicate mainCharacter P1183 FINISHED
Object David Ferguson
David Ferguson is a central character in the psychological thriller novel and TV series "Behind Her Eyes," known as a successful yet troubled psychiatrist entangled in a dark, twisted love triangle.
E1405949 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: David Ferguson | Statement: [Behind Her Eyes, mainCharacter, David Ferguson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Ferguson
Context triple: [Behind Her Eyes, mainCharacter, David Ferguson]
  • A. Gary Ferguson
    Gary Ferguson is a musician known for his work as a featured artist on recordings such as the track "Run for Cover."
  • B. Duncan Ferguson
    Duncan Ferguson is a former Scottish professional footballer and coach, best known as a powerful Everton striker in the 1990s and 2000s who later moved into football management.
  • C. Ken Pearson
    Ken Pearson is a musician best known as a member of Janis Joplin’s backing group, the Full Tilt Boogie Band.
  • D. Nigel Bowen
    Nigel Bowen is a New Zealand local-body politician who serves as the mayor of the Timaru District in the South Island.
  • E. Julian Morris
    Julian Morris is a British actor known for his roles in television series such as "Pretty Little Liars," "New Girl," and various film and TV dramas.
  • 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: David Ferguson
Triple: [Behind Her Eyes, mainCharacter, David Ferguson]
Generated description
David Ferguson is a central character in the psychological thriller novel and TV series "Behind Her Eyes," known as a successful yet troubled psychiatrist entangled in a dark, twisted love triangle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Ferguson
Target entity description: David Ferguson is a central character in the psychological thriller novel and TV series "Behind Her Eyes," known as a successful yet troubled psychiatrist entangled in a dark, twisted love triangle.
  • A. Gary Ferguson
    Gary Ferguson is a musician known for his work as a featured artist on recordings such as the track "Run for Cover."
  • B. Duncan Ferguson
    Duncan Ferguson is a former Scottish professional footballer and coach, best known as a powerful Everton striker in the 1990s and 2000s who later moved into football management.
  • C. Ken Pearson
    Ken Pearson is a musician best known as a member of Janis Joplin’s backing group, the Full Tilt Boogie Band.
  • D. Nigel Bowen
    Nigel Bowen is a New Zealand local-body politician who serves as the mayor of the Timaru District in the South Island.
  • E. Julian Morris
    Julian Morris is a British actor known for his roles in television series such as "Pretty Little Liars," "New Girl," and various film and TV dramas.
  • 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_69da626b2d748190886981ea90c8b2ea completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e661a648a88190853ee741edcf6ca2 completed April 20, 2026, 5:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08050fcc088190a839c529cda3f588 completed May 16, 2026, 5:47 a.m.
NEDg Description generation batch_6a08061f6aa08190a7c8b4fc55ea1400 completed May 16, 2026, 5:52 a.m.
NED2 Entity disambiguation (via description) batch_6a080706231c819081499808132fad82 completed May 16, 2026, 5:56 a.m.
Created at: April 11, 2026, 3:33 p.m.