Triple

T5594530

Position	Surface form	Disambiguated ID	Type / Status
Subject	Secretary of Agriculture of Puerto Rico	`E146961`	entity
Predicate	worksWith	`P398`	FINISHED
Object	Puerto Rico Planning Board The Puerto Rico Planning Board is a government agency responsible for guiding the island’s land use, economic development, and long-term planning policies.	`E529828`	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 Planning Board | Statement: [Secretary of Agriculture of Puerto Rico, worksWith, Puerto Rico Planning Board]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Puerto Rico Planning Board
Context triple: [Secretary of Agriculture of Puerto Rico, worksWith, Puerto Rico Planning Board]

A. 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.
B. 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.
C. 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.
D. Council of Secretaries of Puerto Rico
The Council of Secretaries of Puerto Rico is the collective body of executive department heads that assists the Governor in administering and overseeing the territory’s public policies and government operations.
E. District of Puerto Rico
The District of Puerto Rico is a federal judicial district of the United States that encompasses the U.S. territory of Puerto Rico for purposes of federal court proceedings and legal jurisdiction.
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 Planning Board
Triple: [Secretary of Agriculture of Puerto Rico, worksWith, Puerto Rico Planning Board]

Generated description

The Puerto Rico Planning Board is a government agency responsible for guiding the island’s land use, economic development, and long-term planning policies.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Puerto Rico Planning Board
Target entity description: The Puerto Rico Planning Board is a government agency responsible for guiding the island’s land use, economic development, and long-term planning policies.

A. 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.
B. 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.
C. 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.
D. Council of Secretaries of Puerto Rico
The Council of Secretaries of Puerto Rico is the collective body of executive department heads that assists the Governor in administering and overseeing the territory’s public policies and government operations.
E. District of Puerto Rico
The District of Puerto Rico is a federal judicial district of the United States that encompasses the U.S. territory of Puerto Rico for purposes of federal court proceedings and legal jurisdiction.
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_69c009036c408190981a8d690b679b67`	completed	March 22, 2026, 3:21 p.m.
NER	Named-entity recognition	`batch_69c020bc41408190bc990da8ddeb931e`	completed	March 22, 2026, 5:02 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0286b4d2c8190a3224f3082316dc8`	completed	March 22, 2026, 5:35 p.m.
NEDg	Description generation	`batch_69c0372e86c08190bf586256cab23d22`	completed	March 22, 2026, 6:38 p.m.
NED2	Entity disambiguation (via description)	`batch_69c038e7df488190a960266045c4f41f`	completed	March 22, 2026, 6:46 p.m.

Created at: March 22, 2026, 3:38 p.m.