Triple

T11484770
Position Surface form Disambiguated ID Type / Status
Subject Walsh-Healey Public Contracts Act E272245 entity
Predicate namedAfter P63 FINISHED
Object Arthur D. Healey
Arthur D. Healey was a U.S. Congressman and judge whose legislative work on labor standards led to the federal Walsh-Healey Public Contracts Act bearing his name.
E928685 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: Arthur D. Healey | Statement: [Walsh-Healey Public Contracts Act, namedAfter, Arthur D. Healey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur D. Healey
Context triple: [Walsh-Healey Public Contracts Act, namedAfter, Arthur D. Healey]
  • A. George Dayton
    George Dayton was an American businessman and philanthropist best known as the founder of the retail company that became Target Corporation.
  • B. Leo T. McCarthy
    Leo T. McCarthy was an American Democratic politician who served as California’s longest-tenured lieutenant governor and previously as Speaker of the California State Assembly.
  • C. Frank V. DuMond
    Frank V. DuMond was an American painter and influential art instructor associated with the Art Students League of New York, known for his landscapes, portraits, and role in training many prominent artists.
  • D. J. Frank Hanly
    J. Frank Hanly was an American politician and reform-minded Republican who served as governor of Indiana in the early 20th century, known especially for his strong advocacy of Prohibition.
  • E. William W. Grainger
    William W. Grainger was an American industrialist and founder of the industrial supply company W.W. Grainger, whose philanthropy significantly supported engineering education.
  • 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: Arthur D. Healey
Triple: [Walsh-Healey Public Contracts Act, namedAfter, Arthur D. Healey]
Generated description
Arthur D. Healey was a U.S. Congressman and judge whose legislative work on labor standards led to the federal Walsh-Healey Public Contracts Act bearing his name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur D. Healey
Target entity description: Arthur D. Healey was a U.S. Congressman and judge whose legislative work on labor standards led to the federal Walsh-Healey Public Contracts Act bearing his name.
  • A. George Dayton
    George Dayton was an American businessman and philanthropist best known as the founder of the retail company that became Target Corporation.
  • B. Leo T. McCarthy
    Leo T. McCarthy was an American Democratic politician who served as California’s longest-tenured lieutenant governor and previously as Speaker of the California State Assembly.
  • C. Frank V. DuMond
    Frank V. DuMond was an American painter and influential art instructor associated with the Art Students League of New York, known for his landscapes, portraits, and role in training many prominent artists.
  • D. J. Frank Hanly
    J. Frank Hanly was an American politician and reform-minded Republican who served as governor of Indiana in the early 20th century, known especially for his strong advocacy of Prohibition.
  • E. William W. Grainger
    William W. Grainger was an American industrialist and founder of the industrial supply company W.W. Grainger, whose philanthropy significantly supported engineering education.
  • 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_69d6aae1b09881909ce2ded3fa0c14fa completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d85a1ea00c8190b42cdc13a6bc61c3 completed April 10, 2026, 2:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e60451a89081909f9534fee6cb809f completed April 20, 2026, 10:47 a.m.
NEDg Description generation batch_69e610a5ea0481908169c58dc0831b76 completed April 20, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69e6182b06f88190ab36d976ac989019 completed April 20, 2026, 12:12 p.m.
Created at: April 8, 2026, 9:36 p.m.