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.