Triple

T5626359

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hacienda	`E147725`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Office of Management and Budget of Puerto Rico The Office of Management and Budget of Puerto Rico is a central government agency responsible for preparing the Commonwealth’s budget, overseeing fiscal planning, and coordinating the efficient use of public resources across agencies.	`E551522`	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: Office of Management and Budget of Puerto Rico | Statement: [Hacienda, collaboratesWith, Office of Management and Budget of Puerto Rico]

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

Target entity: Office of Management and Budget of Puerto Rico
Context triple: [Hacienda, collaboratesWith, Office of Management and Budget of Puerto Rico]

A. Department of State of Puerto Rico
The Department of State of Puerto Rico is the executive government agency responsible for managing the territory’s diplomatic relations, official records, and protocol affairs under the direction of the Secretary of State.
B. Puerto Rico Department of Treasury
The Puerto Rico Department of Treasury is the government agency responsible for managing the territory’s public finances, including tax collection, revenue administration, and fiscal policy implementation.
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. Fiscal Agency and Financial Advisory Authority of Puerto Rico
The Fiscal Agency and Financial Advisory Authority of Puerto Rico is a government entity responsible for managing the island’s public finances, debt restructuring, and financial advisory functions.
E. Puerto Rico Department of Economic Development and Commerce
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.
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: Office of Management and Budget of Puerto Rico
Triple: [Hacienda, collaboratesWith, Office of Management and Budget of Puerto Rico]

Generated description

The Office of Management and Budget of Puerto Rico is a central government agency responsible for preparing the Commonwealth’s budget, overseeing fiscal planning, and coordinating the efficient use of public resources across agencies.

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

Target entity: Office of Management and Budget of Puerto Rico
Target entity description: The Office of Management and Budget of Puerto Rico is a central government agency responsible for preparing the Commonwealth’s budget, overseeing fiscal planning, and coordinating the efficient use of public resources across agencies.

A. Department of State of Puerto Rico
The Department of State of Puerto Rico is the executive government agency responsible for managing the territory’s diplomatic relations, official records, and protocol affairs under the direction of the Secretary of State.
B. Puerto Rico Department of Treasury
The Puerto Rico Department of Treasury is the government agency responsible for managing the territory’s public finances, including tax collection, revenue administration, and fiscal policy implementation.
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. Fiscal Agency and Financial Advisory Authority of Puerto Rico
The Fiscal Agency and Financial Advisory Authority of Puerto Rico is a government entity responsible for managing the island’s public finances, debt restructuring, and financial advisory functions.
E. Puerto Rico Department of Economic Development and Commerce
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.
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_69c00906f2a88190a992c66b13d606d4`	completed	March 22, 2026, 3:21 p.m.
NER	Named-entity recognition	`batch_69c02237dd6081909f6a7d710b9cd651`	completed	March 22, 2026, 5:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0a14696fc819084b668a105118ac2`	completed	March 23, 2026, 2:11 a.m.
NEDg	Description generation	`batch_69c0a1faf7d48190ad2d5f43ef37da82`	completed	March 23, 2026, 2:14 a.m.
NED2	Entity disambiguation (via description)	`batch_69c0a2e17cd88190a54f5166fe5c654a`	completed	March 23, 2026, 2:18 a.m.

Created at: March 22, 2026, 3:40 p.m.