Triple

T21474685
Position Surface form Disambiguated ID Type / Status
Subject Puerto Rico Planning Board E529828 entity
Predicate collaboratesWith P37 FINISHED
Object Puerto Rico Department of Economic Development and Commerce — NE NERFINISHED

How this triple was built (2 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 Department of Economic Development and Commerce | Statement: [Puerto Rico Planning Board, collaboratesWith, Puerto Rico Department of Economic Development and Commerce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Puerto Rico Department of Economic Development and Commerce
Context triple: [Puerto Rico Planning Board, collaboratesWith, Puerto Rico Department of Economic Development and Commerce]
  • A. Puerto Rico Department of Economic Development and Commerce chosen
    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.
  • B. Department of Consumer Affairs of Puerto Rico
    The Department of Consumer Affairs of Puerto Rico is the government agency responsible for protecting consumer rights, regulating commercial practices, and enforcing marketplace fairness on the island.
  • C. 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.
  • D. Puerto Rico Department of Housing
    The Puerto Rico Department of Housing is the government agency responsible for developing and implementing housing policy, programs, and assistance across Puerto Rico.
  • 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.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e0c459acb481909bb6ee452a0045c7 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e9ea1650788190bd55ebdbf1dfc46f completed April 23, 2026, 9:44 a.m.
Created at: April 16, 2026, 6:19 p.m.