Triple

T21901717
Position Surface form Disambiguated ID Type / Status
Subject Natalie Hillard E540824 entity
Predicate familyName P18 FINISHED
Object Hillard
Hillard is a surname of English origin borne by various notable individuals across fields such as politics, sports, and the arts.
 E1508347 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: Hillard | Statement: [Natalie Hillard, familyName, Hillard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hillard
Context triple: [Natalie Hillard, familyName, Hillard]
  • A. Whiting Willauer
    Whiting Willauer was an American lawyer, diplomat, and intelligence operative best known for his role in founding and directing Civil Air Transport, an airline closely linked to early CIA operations in Asia.
  • B. Daggett
    Daggett is a small unincorporated desert community in San Bernardino County, California, historically known as a railroad and mining town along major transportation routes.
  • C. Kountze
    Kountze is a surname most notably associated with the American banker and financier Herman Kountze.
  • D. Kallahan
    Kallahan is an alternative name for the Kalanguya language, an Austronesian language spoken by indigenous communities in the northern Philippines.
  • E. Lamont
    Lamont is a surname of Scottish origin borne by various notable individuals in politics, finance, academia, and the arts.
  • 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: Hillard
Triple: [Natalie Hillard, familyName, Hillard]
Generated description
Hillard is a surname of English origin borne by various notable individuals across fields such as politics, sports, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hillard
Target entity description: Hillard is a surname of English origin borne by various notable individuals across fields such as politics, sports, and the arts.
  • A. Whiting Willauer
    Whiting Willauer was an American lawyer, diplomat, and intelligence operative best known for his role in founding and directing Civil Air Transport, an airline closely linked to early CIA operations in Asia.
  • B. Daggett
    Daggett is a small unincorporated desert community in San Bernardino County, California, historically known as a railroad and mining town along major transportation routes.
  • C. Kountze
    Kountze is a surname most notably associated with the American banker and financier Herman Kountze.
  • D. Kallahan
    Kallahan is an alternative name for the Kalanguya language, an Austronesian language spoken by indigenous communities in the northern Philippines.
  • E. Lamont
    Lamont is an unincorporated community in Kern County, California, known primarily as an agricultural and residential area near Bakersfield.
  • 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_69e0c47b4e8c81908c8076eaa4c8e4f2 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f121d2d63c819090e115708aa4dbf8 completed April 28, 2026, 9:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a5a06eb68819081aec85fc75ded17 completed May 18, 2026, 12:15 a.m.
NEDg Description generation batch_6a0a5bd76d5c81909c64b14eeba5040d completed May 18, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0a5c974d4c8190b3fe0e1c7354626a completed May 18, 2026, 12:25 a.m.
Created at: April 16, 2026, 7:21 p.m.