Triple

T11484769
Position Surface form Disambiguated ID Type / Status
Subject Walsh-Healey Public Contracts Act E272245 entity
Predicate namedAfter P63 FINISHED
Object David I. Walsh
David I. Walsh was an American Democratic politician from Massachusetts who served as both governor and U.S. senator and was influential in early 20th-century labor and public contract legislation.
 E979956 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: David I. Walsh | Statement: [Walsh-Healey Public Contracts Act, namedAfter, David I. Walsh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David I. Walsh
Context triple: [Walsh-Healey Public Contracts Act, namedAfter, David I. Walsh]
  • A. David M. Walsh
    David M. Walsh is an American cinematographer known for his work on numerous films, particularly comedies, during the 1970s and 1980s.
  • B. Timothy R. R. Walsh
    Timothy R. R. Walsh is an academic chemist best known as the doctoral advisor of Nobel Prize–winning biochemist Roger Y. Tsien.
  • C. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • D. Neil A. Machlis
    Neil A. Machlis is a film producer best known for his work on major Hollywood comedies, including the classic road-trip film "Planes, Trains and Automobiles."
  • E. Edward P. Doherty
    Edward P. Doherty was a U.S. Army officer best known for leading the detachment that captured and killed President Abraham Lincoln’s assassin, John Wilkes Booth, at a farm near Port Royal, Virginia.
  • 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: David I. Walsh
Triple: [Walsh-Healey Public Contracts Act, namedAfter, David I. Walsh]
Generated description
David I. Walsh was an American Democratic politician from Massachusetts who served as both governor and U.S. senator and was influential in early 20th-century labor and public contract legislation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David I. Walsh
Target entity description: David I. Walsh was an American Democratic politician from Massachusetts who served as both governor and U.S. senator and was influential in early 20th-century labor and public contract legislation.
  • A. David M. Walsh
    David M. Walsh is an American cinematographer known for his work on numerous films, particularly comedies, during the 1970s and 1980s.
  • B. Timothy R. R. Walsh
    Timothy R. R. Walsh is an academic chemist best known as the doctoral advisor of Nobel Prize–winning biochemist Roger Y. Tsien.
  • C. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • D. Neil A. Machlis
    Neil A. Machlis is a film producer best known for his work on major Hollywood comedies, including the classic road-trip film "Planes, Trains and Automobiles."
  • E. Edward P. Doherty
    Edward P. Doherty was a U.S. Army officer best known for leading the detachment that captured and killed President Abraham Lincoln’s assassin, John Wilkes Booth, at a farm near Port Royal, Virginia.
  • 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_69f6344b938c8190877bd3140ad904e9 completed May 2, 2026, 5:28 p.m.
NEDg Description generation batch_69f6356b545c819089a5f5b901afc5f2 completed May 2, 2026, 5:33 p.m.
NED2 Entity disambiguation (via description) batch_69f636382ffc8190becfae41757a45d8 completed May 2, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:36 p.m.