Triple

T7022331

Position	Surface form	Disambiguated ID	Type / Status
Subject	Arizona Department of Transportation	`E162856`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	Arizona Department of Public Safety The Arizona Department of Public Safety is a statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety services throughout Arizona.	`E636722`	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 Public Safety | Statement: [Arizona Department of Transportation, collaboratesWith, Arizona Department of Public Safety]

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

Target entity: Arizona Department of Public Safety
Context triple: [Arizona Department of Transportation, collaboratesWith, Arizona Department of Public Safety]

A. Arizona Department of Administration
The Arizona Department of Administration is a state agency responsible for providing centralized administrative, operational, and facility management services for Arizona’s government, including oversight of key state buildings and infrastructure.
B. Arizona Department of Transportation
The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
C. Government of Arizona
The Government of Arizona is the state-level governing authority of Arizona, comprising its executive, legislative, and judicial branches that administer and enforce state laws and policies.
D. Cochise County Sheriff's Office
The Cochise County Sheriff's Office is the primary county-level law enforcement agency responsible for public safety, patrol, investigations, and jail operations throughout Cochise County, Arizona.
E. Fort McDowell Tribal Police Department
The Fort McDowell Tribal Police Department is the law enforcement agency responsible for public safety and policing services within the Fort McDowell Yavapai Nation in Arizona.
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 Public Safety
Triple: [Arizona Department of Transportation, collaboratesWith, Arizona Department of Public Safety]

Generated description

The Arizona Department of Public Safety is a statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety services throughout Arizona.

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

Target entity: Arizona Department of Public Safety
Target entity description: The Arizona Department of Public Safety is a statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety services throughout Arizona.

A. Arizona Department of Administration
The Arizona Department of Administration is a state agency responsible for providing centralized administrative, operational, and facility management services for Arizona’s government, including oversight of key state buildings and infrastructure.
B. Arizona Department of Transportation
The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
C. Government of Arizona
The Government of Arizona is the state-level governing authority of Arizona, comprising its executive, legislative, and judicial branches that administer and enforce state laws and policies.
D. Cochise County Sheriff's Office
The Cochise County Sheriff's Office is the primary county-level law enforcement agency responsible for public safety, patrol, investigations, and jail operations throughout Cochise County, Arizona.
E. Fort McDowell Tribal Police Department
The Fort McDowell Tribal Police Department is the law enforcement agency responsible for public safety and policing services within the Fort McDowell Yavapai Nation in Arizona.
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_69c6885b26248190a857541e3d10e299`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6e1edf3608190b7ba0bfb85710e97`	completed	March 27, 2026, 8 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7757c87788190b09ced669b5c4d83`	completed	March 28, 2026, 6:30 a.m.
NEDg	Description generation	`batch_69c7777be0d08190b6be22c72d2da12e`	completed	March 28, 2026, 6:38 a.m.
NED2	Entity disambiguation (via description)	`batch_69c77851ace48190a2a4899181f3d14a`	completed	March 28, 2026, 6:42 a.m.

Created at: March 27, 2026, 2:35 p.m.