Triple
T16599232
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howard Metzenbaum |
E403287
|
entity |
| Predicate | sponsored |
P1807
|
FINISHED |
| Object |
Plant Closing Notification Act proposals
Plant Closing Notification Act proposals were legislative initiatives aimed at requiring employers to provide advance notice to workers and communities before shutting down plants or conducting mass layoffs.
|
E1222625
|
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: Plant Closing Notification Act proposals | Statement: [Howard Metzenbaum, sponsored, Plant Closing Notification Act proposals]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Plant Closing Notification Act proposals Context triple: [Howard Metzenbaum, sponsored, Plant Closing Notification Act proposals]
-
A.
OSHA whistleblower protection programs
OSHA whistleblower protection programs are federal initiatives that investigate and protect workers who report safety, health, and other workplace violations from employer retaliation.
-
B.
Job Creation and Wage Enhancement Act proposal
The Job Creation and Wage Enhancement Act proposal was a key legislative package within the 1994 Republican "Contract with America" aimed at stimulating economic growth, boosting employment, and improving worker wages through tax and regulatory reforms.
-
C.
Labor-Management Reporting and Disclosure Act of 1959
The Labor-Management Reporting and Disclosure Act of 1959 is a U.S. federal law that regulates internal union affairs and union–management relations, emphasizing financial transparency, democratic procedures, and protections for union members’ rights.
-
D.
Trade Adjustment Assistance for Firms program
The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
-
E.
Premerger Notification Office of the Federal Trade Commission
The Premerger Notification Office of the Federal Trade Commission is the specialized FTC unit that reviews and processes companies’ premerger filings to assess potential antitrust concerns in proposed mergers and acquisitions.
- 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: Plant Closing Notification Act proposals Triple: [Howard Metzenbaum, sponsored, Plant Closing Notification Act proposals]
Generated description
Plant Closing Notification Act proposals were legislative initiatives aimed at requiring employers to provide advance notice to workers and communities before shutting down plants or conducting mass layoffs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Plant Closing Notification Act proposals Target entity description: Plant Closing Notification Act proposals were legislative initiatives aimed at requiring employers to provide advance notice to workers and communities before shutting down plants or conducting mass layoffs.
-
A.
OSHA whistleblower protection programs
OSHA whistleblower protection programs are federal initiatives that investigate and protect workers who report safety, health, and other workplace violations from employer retaliation.
-
B.
Job Creation and Wage Enhancement Act proposal
The Job Creation and Wage Enhancement Act proposal was a key legislative package within the 1994 Republican "Contract with America" aimed at stimulating economic growth, boosting employment, and improving worker wages through tax and regulatory reforms.
-
C.
Labor-Management Reporting and Disclosure Act of 1959
The Labor-Management Reporting and Disclosure Act of 1959 is a U.S. federal law that regulates internal union affairs and union–management relations, emphasizing financial transparency, democratic procedures, and protections for union members’ rights.
-
D.
Trade Adjustment Assistance for Firms program
The Trade Adjustment Assistance for Firms program is a federal initiative that helps U.S. companies hurt by import competition become more competitive through technical assistance and business improvement projects.
-
E.
Premerger Notification Office of the Federal Trade Commission
The Premerger Notification Office of the Federal Trade Commission is the specialized FTC unit that reviews and processes companies’ premerger filings to assess potential antitrust concerns in proposed mergers and acquisitions.
- 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_6a007728680c819082a3bd7e84edb2b0 |
completed | May 10, 2026, 12:16 p.m. |
Created at: April 10, 2026, 5:16 a.m.