Triple

T10610405

Position	Surface form	Disambiguated ID	Type / Status
Subject	Town of Apex government	`E275989`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Water Resources Department of Apex The Water Resources Department of Apex is a municipal agency responsible for managing the town’s water supply, wastewater, and related infrastructure and services.	`E874328`	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: Water Resources Department of Apex | Statement: [Town of Apex government, hasDivision, Water Resources Department of Apex]

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

Target entity: Water Resources Department of Apex
Context triple: [Town of Apex government, hasDivision, Water Resources Department of Apex]

A. Water Resources Department, Maharashtra
The Water Resources Department, Maharashtra is a state government agency responsible for planning, developing, and managing Maharashtra’s water resources, including major dams, irrigation projects, and related infrastructure.
B. Irrigation and Flood Control Department of Delhi
The Irrigation and Flood Control Department of Delhi is a government agency responsible for managing the city's water resources, including flood control, drainage, and the maintenance of key hydraulic structures.
C. Karnataka Water Resources Department
The Karnataka Water Resources Department is a state government agency responsible for managing, developing, and regulating water resources and major irrigation infrastructure across Karnataka, India.
D. Bureau of Water Supply
The Bureau of Water Supply is a division of New York City’s Department of Environmental Protection responsible for operating and protecting the city’s upstate reservoir and aqueduct system that delivers drinking water to millions of residents.
E. Rajasthan Water Resources Department
The Rajasthan Water Resources Department is the state government agency responsible for planning, developing, and managing Rajasthan’s water resources, including irrigation and related infrastructure.
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: Water Resources Department of Apex
Triple: [Town of Apex government, hasDivision, Water Resources Department of Apex]

Generated description

The Water Resources Department of Apex is a municipal agency responsible for managing the town’s water supply, wastewater, and related infrastructure and services.

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

Target entity: Water Resources Department of Apex
Target entity description: The Water Resources Department of Apex is a municipal agency responsible for managing the town’s water supply, wastewater, and related infrastructure and services.

A. Water Resources Department, Maharashtra
The Water Resources Department, Maharashtra is a state government agency responsible for planning, developing, and managing Maharashtra’s water resources, including major dams, irrigation projects, and related infrastructure.
B. Irrigation and Flood Control Department of Delhi
The Irrigation and Flood Control Department of Delhi is a government agency responsible for managing the city's water resources, including flood control, drainage, and the maintenance of key hydraulic structures.
C. Karnataka Water Resources Department
The Karnataka Water Resources Department is a state government agency responsible for managing, developing, and regulating water resources and major irrigation infrastructure across Karnataka, India.
D. Bureau of Water Supply
The Bureau of Water Supply is a division of New York City’s Department of Environmental Protection responsible for operating and protecting the city’s upstate reservoir and aqueduct system that delivers drinking water to millions of residents.
E. Rajasthan Water Resources Department
The Rajasthan Water Resources Department is the state government agency responsible for planning, developing, and managing Rajasthan’s water resources, including irrigation and related infrastructure.
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_69d6aaf948d88190806cc3a8c47a3fb2`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d6df59468881909b0c67d3f08c4b76`	completed	April 8, 2026, 11:06 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d95ebe539881908aeff1cd65cf925f`	completed	April 10, 2026, 8:34 p.m.
NEDg	Description generation	`batch_69d95f81955c8190b629d57a034a4b76`	completed	April 10, 2026, 8:37 p.m.
NED2	Entity disambiguation (via description)	`batch_69d961047a78819088094e02c0b99f60`	completed	April 10, 2026, 8:43 p.m.

Created at: April 8, 2026, 7:32 p.m.