Triple

T3981044
Position Surface form Disambiguated ID Type / Status
Subject Brady Handgun Violence Prevention Act E85757 entity
Predicate sponsor P67 FINISHED
Object Howard Metzenbaum
Howard Metzenbaum was a long-serving Democratic U.S. Senator from Ohio known for his strong advocacy of consumer protections, gun control, and progressive social legislation.
E403287 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: Howard Metzenbaum | Statement: [Brady Handgun Violence Prevention Act, sponsor, Howard Metzenbaum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Howard Metzenbaum
Context triple: [Brady Handgun Violence Prevention Act, sponsor, Howard Metzenbaum]
  • A. Edward L. McDonnell
    Edward L. McDonnell is a film producer known for his work on major Hollywood thrillers, including the critically acclaimed crime drama "Sicario."
  • B. Charles Mathias
    Charles Mathias was a moderate Republican U.S. Senator from Maryland known for his independent stance on civil rights, opposition to the Vietnam War, and advocacy for government reform and oversight.
  • C. Dan Rostenkowski
    Dan Rostenkowski was a powerful Democratic U.S. congressman from Chicago who chaired the House Ways and Means Committee and played a key role in national tax and trade legislation before his career ended amid a federal corruption scandal.
  • D. Lee H. Hamilton
    Lee H. Hamilton is an American politician and foreign policy expert who served as a long-time U.S. congressman from Indiana and later as a leading figure on major national security and intelligence commissions.
  • E. Daniel Patrick Moynihan
    Daniel Patrick Moynihan was a prominent American Democratic politician, sociologist, and longtime U.S. Senator from New York known for his influential work on social policy and urban issues.
  • 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: Howard Metzenbaum
Triple: [Brady Handgun Violence Prevention Act, sponsor, Howard Metzenbaum]
Generated description
Howard Metzenbaum was a long-serving Democratic U.S. Senator from Ohio known for his strong advocacy of consumer protections, gun control, and progressive social legislation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Howard Metzenbaum
Target entity description: Howard Metzenbaum was a long-serving Democratic U.S. Senator from Ohio known for his strong advocacy of consumer protections, gun control, and progressive social legislation.
  • A. Edward L. McDonnell
    Edward L. McDonnell is a film producer known for his work on major Hollywood thrillers, including the critically acclaimed crime drama "Sicario."
  • B. Charles Mathias
    Charles Mathias was a moderate Republican U.S. Senator from Maryland known for his independent stance on civil rights, opposition to the Vietnam War, and advocacy for government reform and oversight.
  • C. Dan Rostenkowski
    Dan Rostenkowski was a powerful Democratic U.S. congressman from Chicago who chaired the House Ways and Means Committee and played a key role in national tax and trade legislation before his career ended amid a federal corruption scandal.
  • D. Lee H. Hamilton
    Lee H. Hamilton is an American politician and foreign policy expert who served as a long-time U.S. congressman from Indiana and later as a leading figure on major national security and intelligence commissions.
  • E. Daniel Patrick Moynihan
    Daniel Patrick Moynihan was a prominent American Democratic politician, sociologist, and longtime U.S. Senator from New York known for his influential work on social policy and urban issues.
  • 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_69aed93908348190a26c8aaf4fab3e86 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef9d9d8848190aa06eaf5d281fa16 completed March 9, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54021ae388190a9518ea85b760736 completed March 14, 2026, 11:01 a.m.
NEDg Description generation batch_69b541340dbc819081538517267f390f completed March 14, 2026, 11:06 a.m.
NED2 Entity disambiguation (via description) batch_69b54193105c81909e2a4e368aae36e8 completed March 14, 2026, 11:08 a.m.
Created at: March 9, 2026, 3:33 p.m.