Triple

T8431848
Position Surface form Disambiguated ID Type / Status
Subject The Girl Before E199131 entity
Predicate mainCharacter P1183 FINISHED
Object Edward Monkford
Edward Monkford is a controlling, enigmatic architect whose strict rules and psychological manipulation drive the suspense in the psychological thriller "The Girl Before."
 E769833 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: Edward Monkford | Statement: [The Girl Before, mainCharacter, Edward Monkford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Edward Monkford
Context triple: [The Girl Before, mainCharacter, Edward Monkford]
  • A. Edward Talbot
    Edward Talbot was an Anglican clergyman who became the inaugural Bishop of Southwark in the Church of England.
  • B. Joseph Hepworth
    Joseph Hepworth was a 19th-century British clothing manufacturer and entrepreneur whose tailoring business evolved into what is now the fashion retailer Next plc.
  • C. Sidney Ward
    Sidney Ward is a municipal ward within the city of Quinte West in Ontario, Canada, represented on the local city council.
  • D. John Worsfold
    John Worsfold is a former Australian rules footballer and premiership-winning coach best known for leading the West Coast Eagles in the AFL.
  • E. Edward Gest
    Edward Gest is a relative of the late American producer and television personality David Gest.
  • 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: Edward Monkford
Triple: [The Girl Before, mainCharacter, Edward Monkford]
Generated description
Edward Monkford is a controlling, enigmatic architect whose strict rules and psychological manipulation drive the suspense in the psychological thriller "The Girl Before."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Edward Monkford
Target entity description: Edward Monkford is a controlling, enigmatic architect whose strict rules and psychological manipulation drive the suspense in the psychological thriller "The Girl Before."
  • A. Edward Talbot
    Edward Talbot was an Anglican clergyman who became the inaugural Bishop of Southwark in the Church of England.
  • B. Joseph Hepworth
    Joseph Hepworth was a 19th-century British clothing manufacturer and entrepreneur whose tailoring business evolved into what is now the fashion retailer Next plc.
  • C. Sidney Ward
    Sidney Ward is a municipal ward within the city of Quinte West in Ontario, Canada, represented on the local city council.
  • D. John Worsfold
    John Worsfold is a former Australian rules footballer and premiership-winning coach best known for leading the West Coast Eagles in the AFL.
  • E. Edward Gest
    Edward Gest is a relative of the late American producer and television personality David Gest.
  • 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_69ca8313c99081909a5c6d83b91de5b3 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbd1a4876c81908d5a708bb1f35683 completed March 31, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69cfc917acf881908aa76d38d7b62e0d completed April 3, 2026, 2:05 p.m.
NEDg Description generation batch_69cfcb42e6ec8190b126163bf4472986 completed April 3, 2026, 2:14 p.m.
NED2 Entity disambiguation (via description) batch_69cfcbba82e88190b40e9721c835fff0 completed April 3, 2026, 2:16 p.m.
Created at: March 30, 2026, 6:07 p.m.