Triple

T10625315
Position Surface form Disambiguated ID Type / Status
Subject Hughes Amendment E250306 entity
Predicate sponsoredBy P67 FINISHED
Object William J. Hughes
William J. Hughes was a U.S. Congressman from New Jersey best known for his work on firearms legislation and criminal justice issues.
 E881668 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: William J. Hughes | Statement: [Hughes Amendment, sponsoredBy, William J. Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: William J. Hughes
Context triple: [Hughes Amendment, sponsoredBy, William J. Hughes]
  • A. William Bulkeley Hughes
    William Bulkeley Hughes was a 19th-century British politician who served as a long-standing Member of Parliament for the Welsh constituency of Caernarvon Boroughs.
  • B. Raymond O. Barton
    Raymond O. Barton was a U.S. Army major general in World War II who commanded the 4th Infantry Division during the Normandy invasion and subsequent European campaigns.
  • C. John T. Towers
    John T. Towers was a 19th-century American printer and politician who served as mayor of Washington, D.C.
  • D. William N. Hubbard Jr.
    William N. Hubbard Jr. was a prominent American figure in industrial research and innovation, recognized for his significant contributions to advancing research management and technology development.
  • E. John R. Hayes
    John R. Hayes is a cognitive psychologist and researcher known for his work on problem solving, creativity, and writing processes, often in collaboration with Herbert A. Simon.
  • 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: William J. Hughes
Triple: [Hughes Amendment, sponsoredBy, William J. Hughes]
Generated description
William J. Hughes was a U.S. Congressman from New Jersey best known for his work on firearms legislation and criminal justice issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: William J. Hughes
Target entity description: William J. Hughes was a U.S. Congressman from New Jersey best known for his work on firearms legislation and criminal justice issues.
  • A. William Bulkeley Hughes
    William Bulkeley Hughes was a 19th-century British politician who served as a long-standing Member of Parliament for the Welsh constituency of Caernarvon Boroughs.
  • B. Raymond O. Barton
    Raymond O. Barton was a U.S. Army major general in World War II who commanded the 4th Infantry Division during the Normandy invasion and subsequent European campaigns.
  • C. John T. Towers
    John T. Towers was a 19th-century American printer and politician who served as mayor of Washington, D.C.
  • D. William N. Hubbard Jr.
    William N. Hubbard Jr. was a prominent American figure in industrial research and innovation, recognized for his significant contributions to advancing research management and technology development.
  • E. John R. Hayes
    John R. Hayes is a cognitive psychologist and researcher known for his work on problem solving, creativity, and writing processes, often in collaboration with Herbert A. Simon.
  • 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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6df80a30c81909f36fe221cf68822 completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69dbb6f0eee08190b4187671356e47ca completed April 12, 2026, 3:14 p.m.
NEDg Description generation batch_69dbbb8b0e5c8190afa9aaa134bcebf2 completed April 12, 2026, 3:34 p.m.
NED2 Entity disambiguation (via description) batch_69dbbc3ce1008190a16d442a22d45967 completed April 12, 2026, 3:37 p.m.
Created at: April 8, 2026, 8:54 p.m.