Triple

T19918228
Position Surface form Disambiguated ID Type / Status
Subject The Shining Girls E478719 entity
Predicate mainCharacter P1183 FINISHED
Object Harper Curtis
Harper Curtis is a time-traveling serial killer who stalks and murders women across different decades in Lauren Beukes's novel "The Shining Girls."
E1402101 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: Harper Curtis | Statement: [The Shining Girls, mainCharacter, Harper Curtis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harper Curtis
Context triple: [The Shining Girls, mainCharacter, Harper Curtis]
  • A. Harper Renn Smith
    Harper Renn Smith is the daughter of American actress Tiffani Thiessen and her husband, actor Brady Smith.
  • B. Min Harper
    Min Harper is an intelligence officer in Mick Herron’s "Slough House" spy novel series, working alongside the disreputable spymaster Jackson Lamb.
  • C. Kay Hickey
    Kay Hickey is a character from the television series "My Name Is Earl," known as a relative of the main character Earl Hickey.
  • D. Harper Caldwell
    Harper Caldwell is a central character in the romantic comedy film "Happiest Season," portrayed as a woman struggling to come out to her conservative family while bringing her girlfriend home for the holidays.
  • E. Hutch Parker
    Hutch Parker is an American film producer known for his work on major superhero franchises, including multiple X-Men films and the 2015 reboot of Fantastic Four.
  • 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: Harper Curtis
Triple: [The Shining Girls, mainCharacter, Harper Curtis]
Generated description
Harper Curtis is a time-traveling serial killer who stalks and murders women across different decades in Lauren Beukes's novel "The Shining Girls."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harper Curtis
Target entity description: Harper Curtis is a time-traveling serial killer who stalks and murders women across different decades in Lauren Beukes's novel "The Shining Girls."
  • A. Harper Renn Smith
    Harper Renn Smith is the daughter of American actress Tiffani Thiessen and her husband, actor Brady Smith.
  • B. Min Harper
    Min Harper is an intelligence officer in Mick Herron’s "Slough House" spy novel series, working alongside the disreputable spymaster Jackson Lamb.
  • C. Kay Hickey
    Kay Hickey is a character from the television series "My Name Is Earl," known as a relative of the main character Earl Hickey.
  • D. Harper Caldwell
    Harper Caldwell is a central character in the romantic comedy film "Happiest Season," portrayed as a woman struggling to come out to her conservative family while bringing her girlfriend home for the holidays.
  • E. Hutch Parker
    Hutch Parker is an American film producer known for his work on major superhero franchises, including multiple X-Men films and the 2015 reboot of Fantastic Four.
  • 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_69d8e521855c8190b41871700afc8d6a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e659c3d990819089386d9f30323e8c completed April 20, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ea52592481909419476f335b6046 completed May 16, 2026, 3:53 a.m.
NEDg Description generation batch_6a07f2c7dec48190a698509098479a56 completed May 16, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_6a07f376f5388190989a0460528945df completed May 16, 2026, 4:32 a.m.
Created at: April 10, 2026, 1:53 p.m.