Triple

T7211660
Position Surface form Disambiguated ID Type / Status
Subject Puerto Rico Department of Transportation and Public Works E149417 entity
Predicate collaboratesWith P37 FINISHED
Object municipal governments of Puerto Rico
The municipal governments of Puerto Rico are local administrative bodies that manage public services, infrastructure, and community affairs within the island’s individual municipalities.
E648506 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: municipal governments of Puerto Rico | Statement: [Puerto Rico Department of Transportation and Public Works, collaboratesWith, municipal governments of Puerto Rico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: municipal governments of Puerto Rico
Context triple: [Puerto Rico Department of Transportation and Public Works, collaboratesWith, municipal governments of Puerto Rico]
  • A. 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.
  • B. Municipal government of San Juan
    The Municipal government of San Juan is the local administrative authority responsible for governing Puerto Rico’s capital city, overseeing public services, urban planning, and community development.
  • C. Puerto Rico Department of State (oversight of municipalities)
    The Puerto Rico Department of State (oversight of municipalities) is a territorial government agency responsible for supervising and coordinating the legal and administrative affairs of Puerto Rico’s municipal governments.
  • D. Municipal government of Bayamón
    The Municipal government of Bayamón is the local administrative authority responsible for managing public services, urban planning, and community development in the city of Bayamón, Puerto Rico.
  • E. Executive Council of Puerto Rico
    The Executive Council of Puerto Rico was the upper house of the island’s early 20th-century colonial legislature, composed largely of U.S.-appointed officials who shared both executive and legislative powers under American rule.
  • 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: municipal governments of Puerto Rico
Triple: [Puerto Rico Department of Transportation and Public Works, collaboratesWith, municipal governments of Puerto Rico]
Generated description
The municipal governments of Puerto Rico are local administrative bodies that manage public services, infrastructure, and community affairs within the island’s individual municipalities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: municipal governments of Puerto Rico
Target entity description: The municipal governments of Puerto Rico are local administrative bodies that manage public services, infrastructure, and community affairs within the island’s individual municipalities.
  • A. 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.
  • B. Municipal government of San Juan
    The Municipal government of San Juan is the local administrative authority responsible for governing Puerto Rico’s capital city, overseeing public services, urban planning, and community development.
  • C. Puerto Rico Department of State (oversight of municipalities)
    The Puerto Rico Department of State (oversight of municipalities) is a territorial government agency responsible for supervising and coordinating the legal and administrative affairs of Puerto Rico’s municipal governments.
  • D. Municipal government of Bayamón
    The Municipal government of Bayamón is the local administrative authority responsible for managing public services, urban planning, and community development in the city of Bayamón, Puerto Rico.
  • E. Executive Council of Puerto Rico
    The Executive Council of Puerto Rico was the upper house of the island’s early 20th-century colonial legislature, composed largely of U.S.-appointed officials who shared both executive and legislative powers under American rule.
  • 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_69c687eca814819095abb52316b1af80 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e96f99088190a085476bcfca26fd completed March 27, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfc9aae48190aa432ebc0034d9b8 completed March 28, 2026, 11:47 a.m.
NEDg Description generation batch_69c7c071778881909a82eedf61cae22b completed March 28, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_69c7c111e05c8190a9cfba3fca1f8198 completed March 28, 2026, 11:52 a.m.
Created at: March 27, 2026, 2:53 p.m.