Triple

T9849194

Position	Surface form	Disambiguated ID	Type / Status
Subject	Arizona executive branch	`E239420`	entity
Predicate	includesAgency	`P12024`	FINISHED
Object	Arizona Department of Water Resources The Arizona Department of Water Resources is the state agency responsible for managing, regulating, and planning the use and conservation of Arizona’s water resources.	`E824246`	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: Arizona Department of Water Resources | Statement: [Arizona executive branch, includesAgency, Arizona Department of Water Resources]

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

Target entity: Arizona Department of Water Resources
Context triple: [Arizona executive branch, includesAgency, Arizona Department of Water Resources]

A. Nevada Division of Water Resources
The Nevada Division of Water Resources is the state agency responsible for managing, allocating, and overseeing the use of Nevada’s water resources, including rivers, groundwater, and water rights administration.
B. Colorado River Basin Regional Water Quality Control Board
The Colorado River Basin Regional Water Quality Control Board is a California state agency responsible for protecting and regulating water quality in the Colorado River Basin region.
C. Central Arizona Project
The Central Arizona Project is a major aqueduct system that transports Colorado River water hundreds of miles to supply cities, industries, and agriculture in central and southern Arizona.
D. Bureau of Reclamation
The Bureau of Reclamation is a U.S. federal agency responsible for managing water resources and operating dams, reservoirs, and irrigation projects primarily in the western United States.
E. California Department of Water Resources
The California Department of Water Resources is a state agency responsible for managing California’s water resources, including planning, conservation, flood control, and operation of major water 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: Arizona Department of Water Resources
Triple: [Arizona executive branch, includesAgency, Arizona Department of Water Resources]

Generated description

The Arizona Department of Water Resources is the state agency responsible for managing, regulating, and planning the use and conservation of Arizona’s water resources.

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

Target entity: Arizona Department of Water Resources
Target entity description: The Arizona Department of Water Resources is the state agency responsible for managing, regulating, and planning the use and conservation of Arizona’s water resources.

A. Nevada Division of Water Resources
The Nevada Division of Water Resources is the state agency responsible for managing, allocating, and overseeing the use of Nevada’s water resources, including rivers, groundwater, and water rights administration.
B. Colorado River Basin Regional Water Quality Control Board
The Colorado River Basin Regional Water Quality Control Board is a California state agency responsible for protecting and regulating water quality in the Colorado River Basin region.
C. Central Arizona Project
The Central Arizona Project is a major aqueduct system that transports Colorado River water hundreds of miles to supply cities, industries, and agriculture in central and southern Arizona.
D. Bureau of Reclamation
The Bureau of Reclamation is a U.S. federal agency responsible for managing water resources and operating dams, reservoirs, and irrigation projects primarily in the western United States.
E. California Department of Water Resources
The California Department of Water Resources is a state agency responsible for managing California’s water resources, including planning, conservation, flood control, and operation of major water 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_69ca84e4fdc08190a624425bcef98665`	completed	March 30, 2026, 2:12 p.m.
NER	Named-entity recognition	`batch_69cdb371894c8190971ba497a2801521`	completed	April 2, 2026, 12:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d1d5e6279c8190adb7e79ac1161bfa`	completed	April 5, 2026, 3:24 a.m.
NEDg	Description generation	`batch_69d1d6917f0081908b2c82a826873faf`	completed	April 5, 2026, 3:27 a.m.
NED2	Entity disambiguation (via description)	`batch_69d1d73452b48190ac3a0d6498a9a641`	completed	April 5, 2026, 3:29 a.m.

Created at: March 30, 2026, 8:34 p.m.