Triple

T9034520
Position Surface form Disambiguated ID Type / Status
Subject Ronnie Hazlehurst E216457 entity
Predicate familyName P18 FINISHED
Object Hazlehurst
Hazlehurst is an English surname most notably associated with Ronnie Hazlehurst, a prominent British television theme music composer.
E773360 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: Hazlehurst | Statement: [Ronnie Hazlehurst, familyName, Hazlehurst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hazlehurst
Context triple: [Ronnie Hazlehurst, familyName, Hazlehurst]
  • A. Hazlehurst, Georgia
    Hazlehurst, Georgia is a small city in southeastern Georgia known as the primary commercial and administrative center of Jeff Davis County.
  • B. Hazlehurst, Mississippi
    Hazlehurst, Mississippi is a small city in Copiah County known for its historic downtown, railroad heritage, and role as a regional hub in central Mississippi.
  • C. Fort Payne
    Fort Payne is a small city in northeastern Alabama known for its scenic Appalachian setting and historic role in the Cherokee Nation and the Trail of Tears.
  • D. Ellijay
    Ellijay is a small mountain town in northern Georgia known for its apple orchards, outdoor recreation, and historic role in the region’s gold-mining era.
  • E. Waycross, Georgia
    Waycross, Georgia is a small city in southeastern Georgia known as a regional railroad hub and gateway to the Okefenokee Swamp.
  • 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: Hazlehurst
Triple: [Ronnie Hazlehurst, familyName, Hazlehurst]
Generated description
Hazlehurst is an English surname most notably associated with Ronnie Hazlehurst, a prominent British television theme music composer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hazlehurst
Target entity description: Hazlehurst is an English surname most notably associated with Ronnie Hazlehurst, a prominent British television theme music composer.
  • A. Hazlehurst, Georgia
    Hazlehurst, Georgia is a small city in southeastern Georgia known as the primary commercial and administrative center of Jeff Davis County.
  • B. Hazlehurst, Mississippi
    Hazlehurst, Mississippi is a small city in Copiah County known for its historic downtown, railroad heritage, and role as a regional hub in central Mississippi.
  • C. Fort Payne
    Fort Payne is a small city in northeastern Alabama known for its scenic Appalachian setting and historic role in the Cherokee Nation and the Trail of Tears.
  • D. Ellijay
    Ellijay is a small mountain town in northern Georgia known for its apple orchards, outdoor recreation, and historic role in the region’s gold-mining era.
  • E. Waycross, Georgia
    Waycross, Georgia is a small city in southeastern Georgia known as a regional railroad hub and gateway to the Okefenokee Swamp.
  • 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_69ca83d10b608190b2b2f8e0a7faaf14 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc6abf4af481908d21245332329d99 completed April 1, 2026, 12:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfdbce352c8190b5862d0cc103bfdb completed April 3, 2026, 3:25 p.m.
NEDg Description generation batch_69cfdcdb9d0c81908f89d2085c80016c completed April 3, 2026, 3:29 p.m.
NED2 Entity disambiguation (via description) batch_69cfdda4bf048190bc054fe9b1dcc98d completed April 3, 2026, 3:32 p.m.
Created at: March 30, 2026, 7:08 p.m.