Triple

T6742677
Position Surface form Disambiguated ID Type / Status
Subject Melanie Hamilton E154125 entity
Predicate associatedWith P37 FINISHED
Object O’Hara family
The O’Hara family is the central Irish-descended plantation family in Margaret Mitchell’s novel "Gone with the Wind," around whom much of the story’s drama and relationships revolve.
E614819 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: O’Hara family | Statement: [Melanie Hamilton, associatedWith, O’Hara family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: O’Hara family
Context triple: [Melanie Hamilton, associatedWith, O’Hara family]
  • A. Callaghan family
    The Callaghan family is a notable lineage associated with individuals such as Hilary Callaghan, recognized for their public and professional prominence.
  • B. Harper family
    The Harper family is a prominent American publishing dynasty best known for establishing the influential publishing house that evolved into HarperCollins.
  • C. Walsh family
    The Walsh family is a prominent fictional family featured in the long-running American soap opera "As the World Turns."
  • D. Greg family
    The Greg family was a prominent British industrialist and merchant dynasty influential in the development of the textile industry during the Industrial Revolution.
  • E. Harmon family
    The Harmon family is the central troubled household in the first season of the horror anthology series American Horror Story, whose move into a haunted Los Angeles mansion triggers a series of terrifying and tragic events.
  • 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: O’Hara family
Triple: [Melanie Hamilton, associatedWith, O’Hara family]
Generated description
The O’Hara family is the central Irish-descended plantation family in Margaret Mitchell’s novel "Gone with the Wind," around whom much of the story’s drama and relationships revolve.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: O’Hara family
Target entity description: The O’Hara family is the central Irish-descended plantation family in Margaret Mitchell’s novel "Gone with the Wind," around whom much of the story’s drama and relationships revolve.
  • A. Callaghan family
    The Callaghan family is a notable lineage associated with individuals such as Hilary Callaghan, recognized for their public and professional prominence.
  • B. Harper family
    The Harper family is a prominent American publishing dynasty best known for establishing the influential publishing house that evolved into HarperCollins.
  • C. Walsh family
    The Walsh family is a prominent fictional family featured in the long-running American soap opera "As the World Turns."
  • D. Greg family
    The Greg family was a prominent British industrialist and merchant dynasty influential in the development of the textile industry during the Industrial Revolution.
  • E. Harmon family
    The Harmon family is the central troubled household in the first season of the horror anthology series American Horror Story, whose move into a haunted Los Angeles mansion triggers a series of terrifying and tragic events.
  • 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_69c6880d84d8819095d19de2295f26ac completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1b3b1448190a94b4b64f01af14a completed March 27, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b11b828819084d5a21dde5f1f5b completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70bb0714c819094e80a2dfc960c99 completed March 27, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69c70c531c48819086adab0c08f64439 completed March 27, 2026, 11:01 p.m.
Created at: March 27, 2026, 2:10 p.m.