Triple

T19092670
Position Surface form Disambiguated ID Type / Status
Subject The Spook’s Apprentice E467326 entity
Predicate mainCharacter P1183 FINISHED
Object John Gregory
John Gregory is the seasoned and strict Spook who trains apprentices to fight supernatural creatures in Joseph Delaney’s Wardstone Chronicles series.
 E1381544 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: John Gregory | Statement: [The Spook’s Apprentice, mainCharacter, John Gregory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Gregory
Context triple: [The Spook’s Apprentice, mainCharacter, John Gregory]
  • A. John Gregory
    John Gregory was a prominent North American fur trader and explorer associated with the elite Beaver Club of Montreal in the late 18th and early 19th centuries.
  • B. John Gregory
    John Gregory was a prominent American football coach best known for his successful stints in the Canadian Football League and various indoor football leagues.
  • C. Gregory Morton
    Gregory Morton was an American character actor known for his supporting roles in mid-20th-century film and television productions.
  • D. Paul Gregory
    Paul Gregory was an American theatrical and film producer best known for staging the hit play and film adaptation of "The Night of the Hunter."
  • E. John Gilroy
    John Gilroy is a film editor known for his work on major Hollywood productions, including the science-fiction monster film "Pacific Rim."
  • 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: John Gregory
Triple: [The Spook’s Apprentice, mainCharacter, John Gregory]
Generated description
John Gregory is the seasoned and strict Spook who trains apprentices to fight supernatural creatures in Joseph Delaney’s Wardstone Chronicles series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Gregory
Target entity description: John Gregory is the seasoned and strict Spook who trains apprentices to fight supernatural creatures in Joseph Delaney’s Wardstone Chronicles series.
  • A. John Gregory
    John Gregory was a prominent North American fur trader and explorer associated with the elite Beaver Club of Montreal in the late 18th and early 19th centuries.
  • B. John Gregory
    John Gregory was a prominent American football coach best known for his successful stints in the Canadian Football League and various indoor football leagues.
  • C. Gregory Morton
    Gregory Morton was an American character actor known for his supporting roles in mid-20th-century film and television productions.
  • D. Paul Gregory
    Paul Gregory was an American theatrical and film producer best known for staging the hit play and film adaptation of "The Night of the Hunter."
  • E. John Gilroy
    John Gilroy is a film editor known for his work on major Hollywood productions, including the science-fiction monster film "Pacific Rim."
  • 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e34c22a08190bf34f92f727268c5 completed April 20, 2026, 8:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a074e614d3081909260cfd7d26ee5df completed May 15, 2026, 4:48 p.m.
NEDg Description generation batch_6a074f0534608190bebba043babdbc8b completed May 15, 2026, 4:51 p.m.
NED2 Entity disambiguation (via description) batch_6a074fbaca3c8190a34dbb6fd4ed1844 completed May 15, 2026, 4:54 p.m.
Created at: April 10, 2026, 12:04 p.m.