Triple

T21658001
Position Surface form Disambiguated ID Type / Status
Subject LUMA Energy E534516 entity
Predicate regulator P46 FINISHED
Object Puerto Rico Public-Private Partnerships Authority — NE NERFINISHED

How this triple was built (3 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: Puerto Rico Public-Private Partnerships Authority | Statement: [LUMA Energy, regulator, Puerto Rico Public-Private Partnerships Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Puerto Rico Public-Private Partnerships Authority
Context triple: [LUMA Energy, regulator, Puerto Rico Public-Private Partnerships Authority]
  • A. Puerto Rico Electric Power Authority Revitalization Corporation
    Puerto Rico Electric Power Authority Revitalization Corporation is a special-purpose entity created to support the financial restructuring and modernization efforts of Puerto Rico’s public electric utility system.
  • B. Puerto Rico Industrial Development Company
    The Puerto Rico Industrial Development Company is a government agency that spearheaded the island’s mid-20th-century industrialization by attracting manufacturing investment and promoting economic development.
  • C. Puerto Rico Public Buildings Authority
    The Puerto Rico Public Buildings Authority is a government agency responsible for the planning, construction, maintenance, and management of public buildings and facilities throughout Puerto Rico.
  • D. Puerto Rico Department of Economic Development and Commerce
    The Puerto Rico Department of Economic Development and Commerce is a government agency responsible for formulating and implementing policies to promote the island’s economic growth, investment, and commercial development.
  • E. Fiscal Agency and Financial Advisory Authority of Puerto Rico
    The Fiscal Agency and Financial Advisory Authority of Puerto Rico is a government entity responsible for managing the island’s public finances, debt restructuring, and financial advisory functions.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Puerto Rico Public-Private Partnerships Authority
Target entity description: The Puerto Rico Public-Private Partnerships Authority is a government agency that plans, evaluates, and oversees public-private partnership projects on the island, including major infrastructure and utility contracts.
  • A. Puerto Rico Electric Power Authority Revitalization Corporation
    Puerto Rico Electric Power Authority Revitalization Corporation is a special-purpose entity created to support the financial restructuring and modernization efforts of Puerto Rico’s public electric utility system.
  • B. Puerto Rico Industrial Development Company
    The Puerto Rico Industrial Development Company is a government agency that spearheaded the island’s mid-20th-century industrialization by attracting manufacturing investment and promoting economic development.
  • C. Puerto Rico Public Buildings Authority
    The Puerto Rico Public Buildings Authority is a government agency responsible for the planning, construction, maintenance, and management of public buildings and facilities throughout Puerto Rico.
  • D. Puerto Rico Department of Economic Development and Commerce
    The Puerto Rico Department of Economic Development and Commerce is a government agency responsible for formulating and implementing policies to promote the island’s economic growth, investment, and commercial development.
  • E. Fiscal Agency and Financial Advisory Authority of Puerto Rico
    The Fiscal Agency and Financial Advisory Authority of Puerto Rico is a government entity responsible for managing the island’s public finances, debt restructuring, and financial advisory functions.
  • F. None of above. chosen

Provenance (2 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_69e0c467e1f48190af2650b19175abc4 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef6c05a8d881909f747635bdb4ef09 completed April 27, 2026, 2 p.m.
Created at: April 16, 2026, 6:36 p.m.