Triple

T21474686
Position Surface form Disambiguated ID Type / Status
Subject Puerto Rico Planning Board E529828 entity
Predicate collaboratesWith P37 FINISHED
Object Puerto Rico Department of Transportation and Public Works — 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 Transportation and Public Works | Statement: [Puerto Rico Planning Board, collaboratesWith, Puerto Rico Department of Transportation and Public Works]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Puerto Rico Department of Transportation and Public Works
Context triple: [Puerto Rico Planning Board, collaboratesWith, Puerto Rico Department of Transportation and Public Works]
  • A. Puerto Rico Department of Transportation and Public Works chosen
    The Puerto Rico Department of Transportation and Public Works is the government agency responsible for planning, building, and maintaining Puerto Rico’s transportation infrastructure and public works systems.
  • B. Puerto Rico Highways and Transportation Authority
    The Puerto Rico Highways and Transportation Authority is the public agency responsible for planning, financing, building, and maintaining Puerto Rico’s major roadways and transportation infrastructure.
  • 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 Integrated Transit Authority
    The Puerto Rico Integrated Transit Authority is the government agency responsible for coordinating and managing the island’s public transportation systems, including buses, trains, and maritime services.
  • E. Puerto Rico Ports Authority
    The Puerto Rico Ports Authority is a government agency responsible for managing and overseeing Puerto Rico’s major airports and seaports.
  • 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.