Triple

T16599231
Position Surface form Disambiguated ID Type / Status
Subject Howard Metzenbaum E403287 entity
Predicate sponsored P1807 FINISHED
Object Metzenbaum Amendment
The Metzenbaum Amendment is a U.S. legislative provision named after Senator Howard Metzenbaum, known for strengthening consumer and public interest protections, particularly in areas such as labor, antitrust, and regulatory oversight.
E1222309 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: Metzenbaum Amendment | Statement: [Howard Metzenbaum, sponsored, Metzenbaum Amendment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Metzenbaum Amendment
Context triple: [Howard Metzenbaum, sponsored, Metzenbaum Amendment]
  • A. McGovern–Hatfield Amendment
    The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
  • B. Coats–Snowe Amendment
    The Coats–Snowe Amendment is a U.S. federal conscience-protection law that shields healthcare entities and providers from being required to perform or refer for abortions contrary to their moral or religious beliefs.
  • C. Nunn–Cohen Amendment
    The Nunn–Cohen Amendment is a 1987 U.S. law that created a unified special operations command and funding authority, significantly strengthening and institutionalizing American special operations forces.
  • D. Hughes Amendment
    The Hughes Amendment is a 1986 U.S. federal provision that effectively banned civilian ownership of newly manufactured fully automatic firearms by freezing the machine gun registry.
  • E. Cooper–Church Amendment
    The Cooper–Church Amendment was a key U.S. Senate measure during the Vietnam War aimed at restricting funding and authority for expanding American military operations, particularly in Cambodia.
  • 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: Metzenbaum Amendment
Triple: [Howard Metzenbaum, sponsored, Metzenbaum Amendment]
Generated description
The Metzenbaum Amendment is a U.S. legislative provision named after Senator Howard Metzenbaum, known for strengthening consumer and public interest protections, particularly in areas such as labor, antitrust, and regulatory oversight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Metzenbaum Amendment
Target entity description: The Metzenbaum Amendment is a U.S. legislative provision named after Senator Howard Metzenbaum, known for strengthening consumer and public interest protections, particularly in areas such as labor, antitrust, and regulatory oversight.
  • A. McGovern–Hatfield Amendment
    The McGovern–Hatfield Amendment was a proposed U.S. Senate measure during the Vietnam War that sought to set a deadline for the withdrawal of American troops from Vietnam.
  • B. Coats–Snowe Amendment
    The Coats–Snowe Amendment is a U.S. federal conscience-protection law that shields healthcare entities and providers from being required to perform or refer for abortions contrary to their moral or religious beliefs.
  • C. Nunn–Cohen Amendment
    The Nunn–Cohen Amendment is a 1987 U.S. law that created a unified special operations command and funding authority, significantly strengthening and institutionalizing American special operations forces.
  • D. Hughes Amendment
    The Hughes Amendment is a 1986 U.S. federal provision that effectively banned civilian ownership of newly manufactured fully automatic firearms by freezing the machine gun registry.
  • E. Cooper–Church Amendment
    The Cooper–Church Amendment was a key U.S. Senate measure during the Vietnam War aimed at restricting funding and authority for expanding American military operations, particularly in Cambodia.
  • 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35d74738c81909711654cf38af150 completed April 18, 2026, 10:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0075a226788190bfad73ffb6b32ec4 completed May 10, 2026, 12:10 p.m.
NEDg Description generation batch_6a00762ce9a881908b41b610c3f14780 completed May 10, 2026, 12:12 p.m.
NED2 Entity disambiguation (via description) batch_6a007734abd481909c9c698f2aef7632 completed May 10, 2026, 12:16 p.m.
Created at: April 10, 2026, 5:16 a.m.