Triple

T6572094
Position Surface form Disambiguated ID Type / Status
Subject Keith Lockhart E155465 entity
Predicate familyName P18 FINISHED
Object Lockhart
Lockhart is a surname most prominently associated with Keith Lockhart, the American conductor known for leading the Boston Pops Orchestra.
 E602240 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: Lockhart | Statement: [Keith Lockhart, familyName, Lockhart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lockhart
Context triple: [Keith Lockhart, familyName, Lockhart]
  • A. Lockhart
    Lockhart is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural community and heritage streetscapes.
  • B. Blakely
    Blakely is a given name and surname of English origin that has become popular as a modern unisex first name.
  • C. Haggerty
    Haggerty is a surname of Irish origin borne by various notable individuals across fields such as business, politics, and the arts.
  • D. Hawkley
    Hawkley is a small rural village and civil parish in East Hampshire, England, known for its scenic countryside and traditional English character.
  • E. Winterworth
    Winterworth is a surname closely related to the English family name Wentworth, likely sharing similar geographic or ancestral origins.
  • 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: Lockhart
Triple: [Keith Lockhart, familyName, Lockhart]
Generated description
Lockhart is a surname most prominently associated with Keith Lockhart, the American conductor known for leading the Boston Pops Orchestra.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lockhart
Target entity description: Lockhart is a surname most prominently associated with Keith Lockhart, the American conductor known for leading the Boston Pops Orchestra.
  • A. Lockhart
    Lockhart is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural community and heritage streetscapes.
  • B. Blakely
    Blakely is a given name and surname of English origin that has become popular as a modern unisex first name.
  • C. Haggerty
    Haggerty is a surname of Irish origin borne by various notable individuals across fields such as business, politics, and the arts.
  • D. Hawkley
    Hawkley is a small rural village and civil parish in East Hampshire, England, known for its scenic countryside and traditional English character.
  • E. Winterworth
    Winterworth is a surname closely related to the English family name Wentworth, likely sharing similar geographic or ancestral origins.
  • 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_69c688151254819080387f87deab8fa7 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae58b8948190bae11ec3a140aa6f completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb9b0bfc8190b00904547a6178a1 completed March 27, 2026, 6:25 p.m.
NEDg Description generation batch_69c6cd071be4819090d6adf0e27c99d2 completed March 27, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce04855481908bfca416fda8c218 completed March 27, 2026, 6:35 p.m.
Created at: March 27, 2026, 1:53 p.m.