Triple

T1006735

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Guam	`E21730`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Guam Housing and Urban Renewal Authority The Guam Housing and Urban Renewal Authority is the territorial agency responsible for providing affordable housing assistance and overseeing community development and urban renewal programs in Guam.	`E125539`	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: Guam Housing and Urban Renewal Authority | Statement: [Government of Guam, hasAgency, Guam Housing and Urban Renewal Authority]

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

Target entity: Guam Housing and Urban Renewal Authority
Context triple: [Government of Guam, hasAgency, Guam Housing and Urban Renewal Authority]

A. Guam Department of Public Works
The Guam Department of Public Works is the territorial government agency responsible for planning, constructing, and maintaining Guam’s public infrastructure, including roads, public buildings, and related facilities.
B. Guam Department of Public Health and Social Services
The Guam Department of Public Health and Social Services is the territorial government agency responsible for protecting and promoting public health and providing social services to residents of Guam.
C. Guam Bureau of Statistics and Plans
The Guam Bureau of Statistics and Plans is a territorial government agency responsible for collecting and analyzing data, conducting planning and policy research, and supporting informed decision-making for Guam’s development.
D. Guam Waterworks Authority
Guam Waterworks Authority is the public utility agency responsible for providing and managing water and wastewater services across Guam.
E. Guam Department of Labor
The Guam Department of Labor is the territorial government agency responsible for overseeing employment services, workforce development, and labor standards on the island of Guam.
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: Guam Housing and Urban Renewal Authority
Triple: [Government of Guam, hasAgency, Guam Housing and Urban Renewal Authority]

Generated description

The Guam Housing and Urban Renewal Authority is the territorial agency responsible for providing affordable housing assistance and overseeing community development and urban renewal programs in Guam.

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

Target entity: Guam Housing and Urban Renewal Authority
Target entity description: The Guam Housing and Urban Renewal Authority is the territorial agency responsible for providing affordable housing assistance and overseeing community development and urban renewal programs in Guam.

A. Guam Department of Public Works
The Guam Department of Public Works is the territorial government agency responsible for planning, constructing, and maintaining Guam’s public infrastructure, including roads, public buildings, and related facilities.
B. Guam Department of Public Health and Social Services
The Guam Department of Public Health and Social Services is the territorial government agency responsible for protecting and promoting public health and providing social services to residents of Guam.
C. Guam Bureau of Statistics and Plans
The Guam Bureau of Statistics and Plans is a territorial government agency responsible for collecting and analyzing data, conducting planning and policy research, and supporting informed decision-making for Guam’s development.
D. Guam Waterworks Authority
Guam Waterworks Authority is the public utility agency responsible for providing and managing water and wastewater services across Guam.
E. Guam Department of Labor
The Guam Department of Labor is the territorial government agency responsible for overseeing employment services, workforce development, and labor standards on the island of Guam.
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_69a493c53e648190ae8cb76c433fd9a7`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b51434f081909b301ad1c151af03`	completed	March 1, 2026, 9:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac4c0ef95081909ddc4ec480248572`	completed	March 7, 2026, 4:02 p.m.
NEDg	Description generation	`batch_69ac4c9162a88190817354ad9aec1d04`	completed	March 7, 2026, 4:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac4d3f62c881908e189bfe8cbbd2ac`	completed	March 7, 2026, 4:07 p.m.

Created at: March 1, 2026, 7:41 p.m.