Triple

T5626360
Position Surface form Disambiguated ID Type / Status
Subject Hacienda E147725 entity
Predicate collaboratesWith P37 FINISHED
Object 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.
E535031 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: Fiscal Agency and Financial Advisory Authority of Puerto Rico | Statement: [Hacienda, collaboratesWith, Fiscal Agency and Financial Advisory Authority of Puerto Rico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fiscal Agency and Financial Advisory Authority of Puerto Rico
Context triple: [Hacienda, collaboratesWith, Fiscal Agency and Financial Advisory Authority of Puerto Rico]
  • A. Puerto Rico Department of Treasury
    The Puerto Rico Department of Treasury is the government agency responsible for managing the territory’s public finances, including tax collection, revenue administration, and fiscal policy implementation.
  • B. Government of Puerto Rico
    The Government of Puerto Rico is the territorial government responsible for administering the U.S. Commonwealth of Puerto Rico, with executive, legislative, and judicial branches operating under its own constitution.
  • C. Council of Secretaries of Puerto Rico
    The Council of Secretaries of Puerto Rico is the collective body of executive department heads that assists the Governor in administering and overseeing the territory’s public policies and government operations.
  • 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. Puerto Rico Energy Bureau
    The Puerto Rico Energy Bureau is the independent government regulatory body responsible for overseeing and regulating Puerto Rico’s energy sector, including electricity rates, planning, and utility performance.
  • 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: Fiscal Agency and Financial Advisory Authority of Puerto Rico
Triple: [Hacienda, collaboratesWith, Fiscal Agency and Financial Advisory Authority of Puerto Rico]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fiscal Agency and Financial Advisory Authority of Puerto Rico
Target entity description: 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.
  • A. Puerto Rico Department of Treasury
    The Puerto Rico Department of Treasury is the government agency responsible for managing the territory’s public finances, including tax collection, revenue administration, and fiscal policy implementation.
  • B. Government of Puerto Rico
    The Government of Puerto Rico is the territorial government responsible for administering the U.S. Commonwealth of Puerto Rico, with executive, legislative, and judicial branches operating under its own constitution.
  • C. Council of Secretaries of Puerto Rico
    The Council of Secretaries of Puerto Rico is the collective body of executive department heads that assists the Governor in administering and overseeing the territory’s public policies and government operations.
  • 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. Puerto Rico Energy Bureau
    The Puerto Rico Energy Bureau is the independent government regulatory body responsible for overseeing and regulating Puerto Rico’s energy sector, including electricity rates, planning, and utility performance.
  • 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_69c00906f2a88190a992c66b13d606d4 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c02237dd6081909f6a7d710b9cd651 completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d6180f081908145f8d70ad6434c completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04edaa7408190811007d27549a35d completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04ff40ce88190a9aa8886c22386e1 completed March 22, 2026, 8:24 p.m.
Created at: March 22, 2026, 3:40 p.m.