Triple

T1308690
Position Surface form Disambiguated ID Type / Status
Subject Puerto Rico Highways and Transportation Authority E27938 entity
Predicate subsidiaryOrDivision P11471 FINISHED
Object Puerto Rico Department of Transportation and Public Works
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.
E149417 NE FINISHED

How this triple was built (5 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 Highways and Transportation Authority, subsidiaryOrDivision, 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 Highways and Transportation Authority, subsidiaryOrDivision, Puerto Rico Department of Transportation and Public Works]
  • A. 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.
  • B. 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.
  • C. Puerto Rico Aqueducts and Sewers Authority
    The Puerto Rico Aqueducts and Sewers Authority is the public corporation responsible for providing and managing drinking water and wastewater services across Puerto Rico.
  • D. 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.
  • E. Puerto Rico Department of Public Safety
    The Puerto Rico Department of Public Safety is the central government agency responsible for coordinating and overseeing the island’s public safety, law enforcement, and emergency management services.
  • 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 Department of Transportation and Public Works
Triple: [Puerto Rico Highways and Transportation Authority, subsidiaryOrDivision, Puerto Rico Department of Transportation and Public Works]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Puerto Rico Department of Transportation and Public Works
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Puerto Rico Aqueducts and Sewers Authority
    The Puerto Rico Aqueducts and Sewers Authority is the public corporation responsible for providing and managing drinking water and wastewater services across Puerto Rico.
  • D. 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.
  • E. Puerto Rico Department of Public Safety
    The Puerto Rico Department of Public Safety is the central government agency responsible for coordinating and overseeing the island’s public safety, law enforcement, and emergency management services.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: subsidiaryOrDivision
Context triple: [Puerto Rico Highways and Transportation Authority, subsidiaryOrDivision, Puerto Rico Department of Transportation and Public Works]
  • A. subsidiaryUnit chosen
    Indicates that one organizational unit functions as a subordinate or dependent division of another, higher-level unit.
  • B. hasSubsidiaryLabel
    Indicates that one entity is identified as a subsidiary or subordinate organization of another entity.
  • C. relatedDivision
    Indicates that there is an organizational or structural association between two divisions, such as being counterparts, partners, or otherwise linked within a broader entity.
  • D. isMainDivisionOf
    Indicates that one division functions as the primary or central division within, or in relation to, another organizational structure.
  • E. divisionOrStructure
    Indicates a relationship where one entity is an internal division, department, or structural subunit that is organizationally contained within another entity.
  • F. None of above.

Provenance (6 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_69a496d7d83481908f83085854e51328 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c15490a88190872c3d2698a8f9c9 completed March 1, 2026, 10:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69acb308fdcc8190b33da42f16cd65dd completed March 7, 2026, 11:21 p.m.
NEDg Description generation batch_69acb3a1978c819081cdc85f8fe10dd3 completed March 7, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69acb4132dbc8190b3e6c4880c33b7f2 completed March 7, 2026, 11:26 p.m.
PD Predicate disambiguation batch_69a4bee9e4a88190b22ab2ee831a23c9 completed March 1, 2026, 10:34 p.m.
Created at: March 1, 2026, 7:51 p.m.