Triple

T9346853
Position Surface form Disambiguated ID Type / Status
Subject Amber Maggart E224911 entity
Predicate memberOf P10 FINISHED
Object Maggart family
The Maggart family is an American show-business family known for multiple generations of actors and performers.
 E793550 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: Maggart family | Statement: [Amber Maggart, memberOf, Maggart family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maggart family
Context triple: [Amber Maggart, memberOf, Maggart family]
  • A. Hagan family
    The Hagan family is an American family best known for commissioning and originally owning Kentuck Knob, a notable Frank Lloyd Wright–designed house in Pennsylvania.
  • B. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • C. Walker family
    The Walker family is the central fictional family in the television drama series "Brothers & Sisters," around whom the show's personal and political storylines revolve.
  • D. McCaslin family
    The McCaslin family is a prominent fictional Southern dynasty in William Faulkner’s Yoknapatawpha County, central to his explorations of race, inheritance, and the legacy of slavery.
  • E. Towne family
    The Towne family was a 17th-century New England family historically notable for several members, including Sarah Cloyce and her sisters, being accused during the Salem witch trials.
  • 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: Maggart family
Triple: [Amber Maggart, memberOf, Maggart family]
Generated description
The Maggart family is an American show-business family known for multiple generations of actors and performers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maggart family
Target entity description: The Maggart family is an American show-business family known for multiple generations of actors and performers.
  • A. Hagan family
    The Hagan family is an American family best known for commissioning and originally owning Kentuck Knob, a notable Frank Lloyd Wright–designed house in Pennsylvania.
  • B. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • C. Walker family
    The Walker family is the central fictional family in the television drama series "Brothers & Sisters," around whom the show's personal and political storylines revolve.
  • D. McCaslin family
    The McCaslin family is a prominent fictional Southern dynasty in William Faulkner’s Yoknapatawpha County, central to his explorations of race, inheritance, and the legacy of slavery.
  • E. Towne family
    The Towne family was a 17th-century New England family historically notable for several members, including Sarah Cloyce and her sisters, being accused during the Salem witch trials.
  • 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_69ca842993248190a79ab06968994b86 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd4f0f4c4c8190a94c0d44ef349d7d completed April 1, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0e427883881909b3e71038759f064 completed April 4, 2026, 10:12 a.m.
NEDg Description generation batch_69d0e5a4f6188190885f61b391c59e27 completed April 4, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_69d0e6f440f08190a55533586f46a248 completed April 4, 2026, 10:24 a.m.
Created at: March 30, 2026, 7:41 p.m.