Triple

T16215612
Position Surface form Disambiguated ID Type / Status
Subject Hilly Holbrook E393584 entity
Predicate hasChild P369 FINISHED
Object Billy Holbrook
Billy Holbrook is the son of Hilly Holbrook, a prominent antagonist character in Kathryn Stockett’s novel "The Help."
E1259517 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: Billy Holbrook | Statement: [Hilly Holbrook, hasChild, Billy Holbrook]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billy Holbrook
Context triple: [Hilly Holbrook, hasChild, Billy Holbrook]
  • A. Mark Holbrook
    Mark Holbrook is a notable individual whose prominence has led to his recognition as a distinguished bearer of the Holbrook surname.
  • B. Stephen Holbrook
    Stephen Holbrook is a notable individual recognized for his contributions in his professional field, though specific widely known details about his work are not clearly established from the given information.
  • C. Jack Holbrook
    Jack Holbrook is a relatively obscure individual known primarily as a namesake associated with the surname Holbrook.
  • D. Sam Holbrook
    Sam Holbrook is a Major League Baseball umpire known for officiating numerous high-profile games and postseason series.
  • E. Gil Buckman
    Gil Buckman is the anxious but well-meaning father and central figure in the film "Parenthood," whose struggles with family, career, and personal expectations drive much of the story’s humor and heart.
  • 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: Billy Holbrook
Triple: [Hilly Holbrook, hasChild, Billy Holbrook]
Generated description
Billy Holbrook is the son of Hilly Holbrook, a prominent antagonist character in Kathryn Stockett’s novel "The Help."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billy Holbrook
Target entity description: Billy Holbrook is the son of Hilly Holbrook, a prominent antagonist character in Kathryn Stockett’s novel "The Help."
  • A. Mark Holbrook
    Mark Holbrook is a notable individual whose prominence has led to his recognition as a distinguished bearer of the Holbrook surname.
  • B. Stephen Holbrook
    Stephen Holbrook is a notable individual recognized for his contributions in his professional field, though specific widely known details about his work are not clearly established from the given information.
  • C. Jack Holbrook
    Jack Holbrook is a relatively obscure individual known primarily as a namesake associated with the surname Holbrook.
  • D. Sam Holbrook
    Sam Holbrook is a Major League Baseball umpire known for officiating numerous high-profile games and postseason series.
  • E. Gil Buckman
    Gil Buckman is the anxious but well-meaning father and central figure in the film "Parenthood," whose struggles with family, career, and personal expectations drive much of the story’s humor and heart.
  • 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_69d87f1f5bd08190bd01cac0d5b9d2ef completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e227f4685c8190aa1e9304e4a62d13 completed April 17, 2026, 12:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0170db6c6881908f5670c8282f4097 completed May 11, 2026, 6:02 a.m.
NEDg Description generation batch_6a017351db88819097bfbec41920a488 completed May 11, 2026, 6:12 a.m.
NED2 Entity disambiguation (via description) batch_6a0175f8c7d48190896f375385829a34 completed May 11, 2026, 6:23 a.m.
Created at: April 10, 2026, 5:03 a.m.