Triple

T16638090
Position Surface form Disambiguated ID Type / Status
Subject Walton E404259 entity
Predicate hasNotableBearer P458 FINISHED
Object Walton Hale Hamilton
Walton Hale Hamilton was an American institutional economist and legal scholar known for his influential work on antitrust policy and the development of institutional economics in the early 20th century.
E1224507 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: Walton Hale Hamilton | Statement: [Walton, hasNotableBearer, Walton Hale Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walton Hale Hamilton
Context triple: [Walton, hasNotableBearer, Walton Hale Hamilton]
  • A. William Cartwright
    William Cartwright is a fictional character in Tyler Perry’s drama film "The Family That Preys," involved in the story’s intertwined family and business conflicts.
  • B. Elvin Hayes
    Elvin Hayes is a Hall of Fame American basketball player renowned as one of the NBA’s dominant power forwards of the 1970s, particularly for his scoring, rebounding, and key role in leading the Washington Bullets to the 1978 championship.
  • C. Ant Chamberlain
    Ant Chamberlain is a music producer known for his work on the collaborative hip-hop album "The Voice of the Heroes" by Lil Baby and Lil Durk.
  • D. Hal Greer
    Hal Greer was a Hall of Fame shooting guard renowned for his scoring consistency and leadership, primarily with the Syracuse Nationals/Philadelphia 76ers, and is considered one of the NBA’s great early stars.
  • E. Walt Bellamy
    Walt Bellamy was an American Hall of Fame center and Olympic gold medalist who became one of the NBA’s dominant scorers and rebounders during the 1960s.
  • 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: Walton Hale Hamilton
Triple: [Walton, hasNotableBearer, Walton Hale Hamilton]
Generated description
Walton Hale Hamilton was an American institutional economist and legal scholar known for his influential work on antitrust policy and the development of institutional economics in the early 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walton Hale Hamilton
Target entity description: Walton Hale Hamilton was an American institutional economist and legal scholar known for his influential work on antitrust policy and the development of institutional economics in the early 20th century.
  • A. William Cartwright
    William Cartwright is a fictional character in Tyler Perry’s drama film "The Family That Preys," involved in the story’s intertwined family and business conflicts.
  • B. Elvin Hayes
    Elvin Hayes is a Hall of Fame American basketball player renowned as one of the NBA’s dominant power forwards of the 1970s, particularly for his scoring, rebounding, and key role in leading the Washington Bullets to the 1978 championship.
  • C. Ant Chamberlain
    Ant Chamberlain is a music producer known for his work on the collaborative hip-hop album "The Voice of the Heroes" by Lil Baby and Lil Durk.
  • D. Hal Greer
    Hal Greer was a Hall of Fame shooting guard renowned for his scoring consistency and leadership, primarily with the Syracuse Nationals/Philadelphia 76ers, and is considered one of the NBA’s great early stars.
  • E. Walt Bellamy
    Walt Bellamy was an American Hall of Fame center and Olympic gold medalist who became one of the NBA’s dominant scorers and rebounders during the 1960s.
  • 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_69d8838a41f08190b0c3f79c47df5078 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e378eb07388190a10e896bae7f098e completed April 18, 2026, 12:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a007dc28df48190b01c1328df24df60 completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007e8cff9881908c6b86da38fc2f08 completed May 10, 2026, 12:48 p.m.
NED2 Entity disambiguation (via description) batch_6a007f53918481908d84ecf50a562266 completed May 10, 2026, 12:51 p.m.
Created at: April 10, 2026, 5:18 a.m.