Triple

T1874886
Position Surface form Disambiguated ID Type / Status
Subject Wheeler-Rayburn Act E39120 entity
Predicate hasShortName P1354 FINISHED
Object PUHCA
PUHCA is the commonly used acronym for the Public Utility Holding Company Act, a U.S. federal law regulating electric and gas utility holding companies.
 E210284 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: PUHCA | Statement: [Wheeler-Rayburn Act, hasShortName, PUHCA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PUHCA
Context triple: [Wheeler-Rayburn Act, hasShortName, PUHCA]
  • A. PUS
    PUS is the IATA airport code for Gimhae International Airport serving the Busan metropolitan area in South Korea.
  • B. Communications Act of 1934
    The Communications Act of 1934 is a landmark U.S. federal law that consolidated and expanded regulation of interstate and foreign communications, establishing a comprehensive framework for overseeing radio, telephone, and later other electronic communications services.
  • C. PUC
    PUC is a leading Chilean higher education institution renowned for its academic excellence, research output, and strong Catholic tradition.
  • D. PUC
    PUC is a top-level United States military unit award given for extraordinary heroism in action against an armed enemy.
  • E. Mutual Broadcasting System
    Mutual Broadcasting System was a major American radio network that operated from the 1930s to the 1990s and was known for its news, sports, and talk programming.
  • 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: PUHCA
Triple: [Wheeler-Rayburn Act, hasShortName, PUHCA]
Generated description
PUHCA is the commonly used acronym for the Public Utility Holding Company Act, a U.S. federal law regulating electric and gas utility holding companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PUHCA
Target entity description: PUHCA is the commonly used acronym for the Public Utility Holding Company Act, a U.S. federal law regulating electric and gas utility holding companies.
  • A. PUS
    PUS is the IATA airport code for Gimhae International Airport serving the Busan metropolitan area in South Korea.
  • B. Communications Act of 1934
    The Communications Act of 1934 is a landmark U.S. federal law that consolidated and expanded regulation of interstate and foreign communications, establishing a comprehensive framework for overseeing radio, telephone, and later other electronic communications services.
  • C. PUC
    PUC is a leading Chilean higher education institution renowned for its academic excellence, research output, and strong Catholic tradition.
  • D. PUC
    PUC is a top-level United States military unit award given for extraordinary heroism in action against an armed enemy.
  • E. Mutual Broadcasting System
    Mutual Broadcasting System was a major American radio network that operated from the 1930s to the 1990s and was known for its news, sports, and talk programming.
  • 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_69a8862f7074819096afe7fe65e179e9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0d7934c8190a2919efbb1e86755 completed March 7, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf5419488190ad96110f6ac7111f completed March 8, 2026, 8:43 p.m.
NEDg Description generation batch_69ade101a7b88190b5ecb05f650efb47 completed March 8, 2026, 8:50 p.m.
NED2 Entity disambiguation (via description) batch_69ade17ec7a0819086a2da738eb8ab76 completed March 8, 2026, 8:52 p.m.
Created at: March 4, 2026, 7:34 p.m.