Triple

T11765390

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Oklahoma	`E279768`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	Oklahoma Department of Public Safety The Oklahoma Department of Public Safety is the state agency responsible for law enforcement services, highway patrol, driver licensing, and overall public safety administration in Oklahoma.	`E943978`	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: Oklahoma Department of Public Safety | Statement: [Government of Oklahoma, hasAgency, Oklahoma Department of Public Safety]

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

Target entity: Oklahoma Department of Public Safety
Context triple: [Government of Oklahoma, hasAgency, Oklahoma Department of Public Safety]

A. Oklahoma City Police Department
The Oklahoma City Police Department is the primary municipal law enforcement agency for Oklahoma City, Oklahoma, known for its critical role in responding to the 1995 Oklahoma City bombing.
B. Texas Department of Public Safety
The Texas Department of Public Safety is a statewide law enforcement and public safety agency responsible for highway patrol, criminal investigations, driver licensing, and emergency management across Texas.
C. Oklahoma Department of Emergency Management
The Oklahoma Department of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Oklahoma.
D. Kansas Bureau of Investigation
The Kansas Bureau of Investigation is the statewide law enforcement agency of Kansas responsible for major criminal investigations and forensic services.
E. Alabama Department of Public Safety
The Alabama Department of Public Safety is a statewide law enforcement and public safety agency responsible for functions such as highway patrol, driver licensing, and supporting criminal justice operations in Alabama.
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: Oklahoma Department of Public Safety
Triple: [Government of Oklahoma, hasAgency, Oklahoma Department of Public Safety]

Generated description

The Oklahoma Department of Public Safety is the state agency responsible for law enforcement services, highway patrol, driver licensing, and overall public safety administration in Oklahoma.

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

Target entity: Oklahoma Department of Public Safety
Target entity description: The Oklahoma Department of Public Safety is the state agency responsible for law enforcement services, highway patrol, driver licensing, and overall public safety administration in Oklahoma.

A. Oklahoma City Police Department
The Oklahoma City Police Department is the primary municipal law enforcement agency for Oklahoma City, Oklahoma, known for its critical role in responding to the 1995 Oklahoma City bombing.
B. Texas Department of Public Safety
The Texas Department of Public Safety is a statewide law enforcement and public safety agency responsible for highway patrol, criminal investigations, driver licensing, and emergency management across Texas.
C. Oklahoma Department of Emergency Management
The Oklahoma Department of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Oklahoma.
D. Kansas Bureau of Investigation
The Kansas Bureau of Investigation is the statewide law enforcement agency of Kansas responsible for major criminal investigations and forensic services.
E. Alabama Department of Public Safety
The Alabama Department of Public Safety is a statewide law enforcement and public safety agency responsible for functions such as highway patrol, driver licensing, and supporting criminal justice operations in Alabama.
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_69d6ab01d2688190ad8ed6bda487eaa5`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d8a525948081908af62cc5d4c7c482`	completed	April 10, 2026, 7:22 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f01a570ca88190ba2f3791c0e0ba60`	completed	April 28, 2026, 2:24 a.m.
NEDg	Description generation	`batch_69f043b3c51c8190a764433e86f1333e`	completed	April 28, 2026, 5:20 a.m.
NED2	Entity disambiguation (via description)	`batch_69f05b04d7248190b8ec4be4f2c3e388`	completed	April 28, 2026, 7 a.m.

Created at: April 8, 2026, 9:41 p.m.