Triple

T18404532
Position Surface form Disambiguated ID Type / Status
Subject Executive Branch of Puerto Rico E450086 entity
Predicate hasAgency P3933 FINISHED
Object Puerto Rico Government Development Bank
The Puerto Rico Government Development Bank is a public financial institution that historically served as the main fiscal agent, financial advisor, and primary lender for the government of Puerto Rico and its public corporations.
E1323741 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: Puerto Rico Government Development Bank | Statement: [Executive Branch of Puerto Rico, hasAgency, Puerto Rico Government Development Bank]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Puerto Rico Government Development Bank
Context triple: [Executive Branch of Puerto Rico, hasAgency, Puerto Rico Government Development Bank]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Puerto Rico Government Development Bank
Triple: [Executive Branch of Puerto Rico, hasAgency, Puerto Rico Government Development Bank]
Generated description
The Puerto Rico Government Development Bank is a public financial institution that historically served as the main fiscal agent, financial advisor, and primary lender for the government of Puerto Rico and its public corporations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Puerto Rico Government Development Bank
Target entity description: The Puerto Rico Government Development Bank is a public financial institution that historically served as the main fiscal agent, financial advisor, and primary lender for the government of Puerto Rico and its public corporations.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d8b9fab8a8819086a9ddc0871715e0 completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e51956b8c88190b863e66871825014 completed April 19, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03f0a2406c8190a7608319361a8f27 completed May 13, 2026, 3:31 a.m.
NEDg Description generation batch_6a03f29e2fd081909680b1f4137cf7d9 completed May 13, 2026, 3:40 a.m.
NED2 Entity disambiguation (via description) batch_6a03f356e48c81908d74414b736303a4 completed May 13, 2026, 3:43 a.m.
Created at: April 10, 2026, 10:46 a.m.