Triple

T22014654
Position Surface form Disambiguated ID Type / Status
Subject The Point Men E543675 entity
Predicate mainCharacter P1183 FINISHED
Object Maddy Hope
Maddy Hope is the central protagonist of the thriller novel "The Point Men," around whom the story’s espionage-driven plot revolves.
 E1514602 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: Maddy Hope | Statement: [The Point Men, mainCharacter, Maddy Hope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maddy Hope
Context triple: [The Point Men, mainCharacter, Maddy Hope]
  • A. Maddy Hinson
    Maddy Hinson is a television producer best known for serving as an executive producer on the anthology drama series "Genius."
  • B. Maddie Kendall
    Maddie Kendall is a character from the television series "9-1-1," known as a 9-1-1 operator and the sister of firefighter Evan "Buck" Buckley.
  • C. Maddy Bowen
    Maddy Bowen is a determined American journalist in the film "Blood Diamond" who investigates the illicit diamond trade in war-torn Sierra Leone.
  • D. Maddie Townsend
    Maddie Townsend is a recently divorced mother and central figure in the drama series "Sweet Magnolias," known for rebuilding her life and career with the support of her close-knit friends in a small Southern town.
  • E. Maddie Bosch
    Maddie Bosch is the daughter of LAPD detective Harry Bosch, a recurring character in Michael Connelly’s crime novels who often becomes entangled in her father’s investigations.
  • 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: Maddy Hope
Triple: [The Point Men, mainCharacter, Maddy Hope]
Generated description
Maddy Hope is the central protagonist of the thriller novel "The Point Men," around whom the story’s espionage-driven plot revolves.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maddy Hope
Target entity description: Maddy Hope is the central protagonist of the thriller novel "The Point Men," around whom the story’s espionage-driven plot revolves.
  • A. Maddy Hinson
    Maddy Hinson is a television producer best known for serving as an executive producer on the anthology drama series "Genius."
  • B. Maddie Kendall
    Maddie Kendall is a character from the television series "9-1-1," known as a 9-1-1 operator and the sister of firefighter Evan "Buck" Buckley.
  • C. Maddy Bowen
    Maddy Bowen is a determined American journalist in the film "Blood Diamond" who investigates the illicit diamond trade in war-torn Sierra Leone.
  • D. Maddie Townsend
    Maddie Townsend is a recently divorced mother and central figure in the drama series "Sweet Magnolias," known for rebuilding her life and career with the support of her close-knit friends in a small Southern town.
  • E. Maddie Bosch
    Maddie Bosch is the daughter of LAPD detective Harry Bosch, a recurring character in Michael Connelly’s crime novels who often becomes entangled in her father’s investigations.
  • 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_69e11e2db934819095556760c7d85e4d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127a6bf6081909865781ea7937a1b completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a737b547481908e9ac94f15149432 completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a7516835c8190be60bd61f67307c6 completed May 18, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0a75cbb2408190b058713432b048a2 completed May 18, 2026, 2:13 a.m.
Created at: April 16, 2026, 8:22 p.m.