Triple

T17978077
Position Surface form Disambiguated ID Type / Status
Subject Verity Records E449526 entity
Predicate hasArtist P5936 FINISHED
Object Hezekiah Walker
Hezekiah Walker is an American gospel music pastor, choir leader, and Grammy-winning recording artist known for his influential contemporary choir sound.
 E1298728 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: Hezekiah Walker | Statement: [Verity Records, hasArtist, Hezekiah Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hezekiah Walker
Context triple: [Verity Records, hasArtist, Hezekiah Walker]
  • A. Hezekiah Hamblen
    Hezekiah Hamblen was an early American figure after whom Hamblen County in Tennessee was named, recognized for his local prominence and influence in the region’s history.
  • B. Zephaniah Williams
    Zephaniah Williams was a 19th-century Welsh Chartist leader and political activist best known for his prominent role in the Newport Rising of 1839.
  • C. Hezekiah Usher
    Hezekiah Usher was a prominent 17th-century Boston bookseller and publisher, recognized as one of the earliest booksellers in colonial New England.
  • D. Charles Joseph Walker
    Charles Joseph Walker was the husband of pioneering African American entrepreneur and philanthropist Madam C. J. Walker.
  • E. Josiah Simpson
    Josiah Simpson was a notable historical figure significant enough in local or regional history that Simpson County was named in his honor.
  • 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: Hezekiah Walker
Triple: [Verity Records, hasArtist, Hezekiah Walker]
Generated description
Hezekiah Walker is an American gospel music pastor, choir leader, and Grammy-winning recording artist known for his influential contemporary choir sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hezekiah Walker
Target entity description: Hezekiah Walker is an American gospel music pastor, choir leader, and Grammy-winning recording artist known for his influential contemporary choir sound.
  • A. Hezekiah Hamblen
    Hezekiah Hamblen was an early American figure after whom Hamblen County in Tennessee was named, recognized for his local prominence and influence in the region’s history.
  • B. Zephaniah Williams
    Zephaniah Williams was a 19th-century Welsh Chartist leader and political activist best known for his prominent role in the Newport Rising of 1839.
  • C. Hezekiah Usher
    Hezekiah Usher was a prominent 17th-century Boston bookseller and publisher, recognized as one of the earliest booksellers in colonial New England.
  • D. Charles Joseph Walker
    Charles Joseph Walker was the husband of pioneering African American entrepreneur and philanthropist Madam C. J. Walker.
  • E. Josiah Simpson
    Josiah Simpson was a notable historical figure significant enough in local or regional history that Simpson County was named in his honor.
  • 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_69d8b9f9927c8190a006110c8b996e61 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e4b200e9108190bcdde5ba7938ba94 completed April 19, 2026, 10:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a033019f3ec8190b6781b71ee2aed3b completed May 12, 2026, 1:50 p.m.
NEDg Description generation batch_6a03313620f081909926dea3fc0dd30f completed May 12, 2026, 1:55 p.m.
NED2 Entity disambiguation (via description) batch_6a03322540f48190a2957dba3d902003 completed May 12, 2026, 1:59 p.m.
Created at: April 10, 2026, 10:22 a.m.