Triple

T8318909
Position Surface form Disambiguated ID Type / Status
Subject End of Watch E194777 entity
Predicate antagonist P4675 FINISHED
Object Brady Hartsfield
Brady Hartsfield is the psychopathic mass murderer and cyberterrorist who serves as the central villain of Stephen King’s Bill Hodges trilogy, including the novel "End of Watch."
 E725763 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: Brady Hartsfield | Statement: [End of Watch, antagonist, Brady Hartsfield]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brady Hartsfield
Context triple: [End of Watch, antagonist, Brady Hartsfield]
  • A. Brady Cunningham
    Brady Cunningham is an American fashion designer and stylist best known as the wife of actor and musician Jason Schwartzman.
  • B. Brady Parker
    Brady Parker is one of the twin teenage protagonists in the Disney XD sitcom "Pair of Kings," known for his comedic misadventures as a co-ruler of a fictional island kingdom.
  • C. Mark Breland
    Mark Breland is an American former professional boxer and 1984 Olympic gold medalist in the welterweight division, later known as a respected boxing trainer.
  • D. Tully Marshall
    Tully Marshall was an American character actor of the silent and early sound film era, known for his prolific work in supporting roles across numerous Hollywood productions.
  • E. Jamal Manning
    Jamal Manning is a fictional Chicago crime boss and aspiring politician who serves as one of the primary antagonists in the heist thriller film "Widows" (2018).
  • 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: Brady Hartsfield
Triple: [End of Watch, antagonist, Brady Hartsfield]
Generated description
Brady Hartsfield is the psychopathic mass murderer and cyberterrorist who serves as the central villain of Stephen King’s Bill Hodges trilogy, including the novel "End of Watch."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brady Hartsfield
Target entity description: Brady Hartsfield is the psychopathic mass murderer and cyberterrorist who serves as the central villain of Stephen King’s Bill Hodges trilogy, including the novel "End of Watch."
  • A. Brady Cunningham
    Brady Cunningham is an American fashion designer and stylist best known as the wife of actor and musician Jason Schwartzman.
  • B. Brady Parker
    Brady Parker is one of the twin teenage protagonists in the Disney XD sitcom "Pair of Kings," known for his comedic misadventures as a co-ruler of a fictional island kingdom.
  • C. Mark Breland
    Mark Breland is an American former professional boxer and 1984 Olympic gold medalist in the welterweight division, later known as a respected boxing trainer.
  • D. Tully Marshall
    Tully Marshall was an American character actor of the silent and early sound film era, known for his prolific work in supporting roles across numerous Hollywood productions.
  • E. Jamal Manning
    Jamal Manning is a fictional Chicago crime boss and aspiring politician who serves as one of the primary antagonists in the heist thriller film "Widows" (2018).
  • 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_69ca82e7a8a88190a32bb5cc0feb012d completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f648e10819081ad1fed870b2b86 completed March 31, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd9596891c81909296050d0a8117ca completed April 1, 2026, 10 p.m.
NEDg Description generation batch_69cdab5f30b0819080136084d81774a9 completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2d365e48190a766ca959ce56b19 completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 5:55 p.m.