Triple

T303522
Position Surface form Disambiguated ID Type / Status
Subject Public Utility Holding Company Act of 1935 E6246 entity
Predicate alsoKnownAs P39 FINISHED
Object Wheeler-Rayburn Act
The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
E39120 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: Wheeler-Rayburn Act | Statement: [Public Utility Holding Company Act of 1935, alsoKnownAs, Wheeler-Rayburn Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wheeler-Rayburn Act
Context triple: [Public Utility Holding Company Act of 1935, alsoKnownAs, Wheeler-Rayburn Act]
  • A. Butler Act
    The Butler Act was a Tennessee state law enacted in 1925 that prohibited the teaching of human evolution in public schools, becoming infamous as the focus of the Scopes "Monkey" Trial.
  • B. Portal-to-Portal Act of 1947
    The Portal-to-Portal Act of 1947 is a U.S. federal law that clarified and limited employers’ liability for compensating workers’ preliminary and postliminary activities under the Fair Labor Standards Act.
  • C. Budget and Accounting Act of 1921
    The Budget and Accounting Act of 1921 is a landmark U.S. federal law that centralized the national budgeting process in the executive branch and established modern mechanisms for federal budget preparation and oversight.
  • D. Taft–Hartley Act
    The Taft–Hartley Act is a 1947 U.S. federal labor law that significantly restricted the powers of labor unions and amended the original National Labor Relations Act.
  • E. ’34 Act
    The ’34 Act is a foundational U.S. federal securities law that regulates secondary trading of securities, mandates ongoing disclosure by public companies, and established the Securities and Exchange Commission (SEC).
  • 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: Wheeler-Rayburn Act
Triple: [Public Utility Holding Company Act of 1935, alsoKnownAs, Wheeler-Rayburn Act]
Generated description
The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wheeler-Rayburn Act
Target entity description: The Wheeler-Rayburn Act is a New Deal-era U.S. federal law that restructured and regulated electric utility holding companies to curb monopolistic practices and protect consumers and investors.
  • A. Butler Act
    The Butler Act was a Tennessee state law enacted in 1925 that prohibited the teaching of human evolution in public schools, becoming infamous as the focus of the Scopes "Monkey" Trial.
  • B. Portal-to-Portal Act of 1947
    The Portal-to-Portal Act of 1947 is a U.S. federal law that clarified and limited employers’ liability for compensating workers’ preliminary and postliminary activities under the Fair Labor Standards Act.
  • C. Budget and Accounting Act of 1921
    The Budget and Accounting Act of 1921 is a landmark U.S. federal law that centralized the national budgeting process in the executive branch and established modern mechanisms for federal budget preparation and oversight.
  • D. Taft–Hartley Act
    The Taft–Hartley Act is a 1947 U.S. federal labor law that significantly restricted the powers of labor unions and amended the original National Labor Relations Act.
  • E. ’34 Act
    The ’34 Act is a foundational U.S. federal securities law that regulates secondary trading of securities, mandates ongoing disclosure by public companies, and established the Securities and Exchange Commission (SEC).
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea0eec708190a0af9b27bf1f016a completed Feb. 28, 2026, 1:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3b07566c88190af82b1953902b613 completed March 1, 2026, 3:20 a.m.
NEDg Description generation batch_69a3b0d63cd081908a8e1ce6e24b7a8f completed March 1, 2026, 3:21 a.m.
NED2 Entity disambiguation (via description) batch_69a3b13a9cdc81908b2f125f8ddede8f completed March 1, 2026, 3:23 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.