Triple
T522857
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Labor-Management Reporting and Disclosure Act of 1959 |
E10855
|
entity |
| Predicate | containsTitle |
P3254
|
FINISHED |
| Object |
Title V Safeguards for Labor Organizations
Title V Safeguards for Labor Organizations is a section of the Labor-Management Reporting and Disclosure Act of 1959 that establishes protections and standards to ensure democratic practices, financial integrity, and accountability within labor unions.
|
E10855
|
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: Title V Safeguards for Labor Organizations | Statement: [Labor-Management Reporting and Disclosure Act of 1959, containsTitle, Title V Safeguards for Labor Organizations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Title V Safeguards for Labor Organizations Context triple: [Labor-Management Reporting and Disclosure Act of 1959, containsTitle, Title V Safeguards for Labor Organizations]
-
A.
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.
-
B.
Office of Labor-Management Standards
The Office of Labor-Management Standards is a division of the U.S. Department of Labor responsible for administering and enforcing laws governing union democracy, financial integrity, and transparency in labor organizations.
-
C.
Office of the Solicitor of the U.S. Department of Labor
The Office of the Solicitor of the U.S. Department of Labor is the department’s chief legal office, responsible for providing legal advice, drafting regulations, and enforcing federal labor and employment laws in court.
-
D.
National Labor Relations Act
The National Labor Relations Act is a landmark 1935 U.S. labor law that guarantees workers the right to organize, bargain collectively, and engage in concerted activities, while regulating employer–union relations.
-
E.
NLRB v. Jones & Laughlin Steel Corp.
NLRB v. Jones & Laughlin Steel Corp. is a landmark 1937 U.S. Supreme Court decision that upheld federal power to regulate labor relations, marking a major expansion of Congress’s authority over interstate commerce.
- 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: Title V Safeguards for Labor Organizations Triple: [Labor-Management Reporting and Disclosure Act of 1959, containsTitle, Title V Safeguards for Labor Organizations]
Generated description
Title V Safeguards for Labor Organizations is a section of the Labor-Management Reporting and Disclosure Act of 1959 that establishes protections and standards to ensure democratic practices, financial integrity, and accountability within labor unions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Title V Safeguards for Labor Organizations Target entity description: Title V Safeguards for Labor Organizations is a section of the Labor-Management Reporting and Disclosure Act of 1959 that establishes protections and standards to ensure democratic practices, financial integrity, and accountability within labor unions.
-
A.
Labor-Management Reporting and Disclosure Act of 1959
chosen
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.
-
B.
Office of Labor-Management Standards
The Office of Labor-Management Standards is a division of the U.S. Department of Labor responsible for administering and enforcing laws governing union democracy, financial integrity, and transparency in labor organizations.
-
C.
Office of the Solicitor of the U.S. Department of Labor
The Office of the Solicitor of the U.S. Department of Labor is the department’s chief legal office, responsible for providing legal advice, drafting regulations, and enforcing federal labor and employment laws in court.
-
D.
National Labor Relations Act
The National Labor Relations Act is a landmark 1935 U.S. labor law that guarantees workers the right to organize, bargain collectively, and engage in concerted activities, while regulating employer–union relations.
-
E.
NLRB v. Jones & Laughlin Steel Corp.
NLRB v. Jones & Laughlin Steel Corp. is a landmark 1937 U.S. Supreme Court decision that upheld federal power to regulate labor relations, marking a major expansion of Congress’s authority over interstate commerce.
- F. None of above.
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_69a2e84b16c4819088d284c47c3a7968 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1b4f01881908b408357ff113308 |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4ab20f5288190aca34aacde60604b |
completed | March 1, 2026, 9:09 p.m. |
| NEDg | Description generation | batch_69a4abcb4b0c8190b7fdad2d46b97a06 |
completed | March 1, 2026, 9:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a4ada4ca5481909bbd62b55f10f4f9 |
completed | March 1, 2026, 9:20 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.