Triple

T7764480

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oklahoma City metropolitan area	`E176109`	entity
Predicate	governingBody	`P46`	FINISHED
Object	Association of Central Oklahoma Governments The Association of Central Oklahoma Governments is a regional council of governments that coordinates planning, transportation, and development initiatives for communities in and around the Oklahoma City metropolitan area.	`E687065`	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: Association of Central Oklahoma Governments | Statement: [Oklahoma City metropolitan area, governingBody, Association of Central Oklahoma Governments]

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

Target entity: Association of Central Oklahoma Governments
Context triple: [Oklahoma City metropolitan area, governingBody, Association of Central Oklahoma Governments]

A. 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.
B. Commerce, Oklahoma
Commerce, Oklahoma is a small northeastern Oklahoma town historically known for its role in the Tri-State lead and zinc mining district and as the hometown of baseball legend Mickey Mantle.
C. Oklahoma State Regents for Higher Education
The Oklahoma State Regents for Higher Education is the constitutional coordinating board that oversees and sets policy for the public higher education system in the state of Oklahoma.
D. Oklahoma City Assembly
Oklahoma City Assembly is a General Motors manufacturing plant located in Oklahoma City, Oklahoma, that produced various GM vehicles before its closure.
E. Union City, Oklahoma
Union City, Oklahoma is a small town in central Oklahoma known for its rural character and location within the Oklahoma City metropolitan area.
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: Association of Central Oklahoma Governments
Triple: [Oklahoma City metropolitan area, governingBody, Association of Central Oklahoma Governments]

Generated description

The Association of Central Oklahoma Governments is a regional council of governments that coordinates planning, transportation, and development initiatives for communities in and around the Oklahoma City metropolitan area.

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

Target entity: Association of Central Oklahoma Governments
Target entity description: The Association of Central Oklahoma Governments is a regional council of governments that coordinates planning, transportation, and development initiatives for communities in and around the Oklahoma City metropolitan area.

A. 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.
B. Commerce, Oklahoma
Commerce, Oklahoma is a small northeastern Oklahoma town historically known for its role in the Tri-State lead and zinc mining district and as the hometown of baseball legend Mickey Mantle.
C. Oklahoma State Regents for Higher Education
The Oklahoma State Regents for Higher Education is the constitutional coordinating board that oversees and sets policy for the public higher education system in the state of Oklahoma.
D. Oklahoma City Assembly
Oklahoma City Assembly is a General Motors manufacturing plant located in Oklahoma City, Oklahoma, that produced various GM vehicles before its closure.
E. Union City, Oklahoma
Union City, Oklahoma is a small town in central Oklahoma known for its rural character and location within the Oklahoma City metropolitan area.
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_69c69962923c8190ac74d28b4f9fe0a0`	completed	March 27, 2026, 2:51 p.m.
NER	Named-entity recognition	`batch_69c704076ba08190bcde971f7e4448c6`	completed	March 27, 2026, 10:26 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c8c7de604c81908f503e1553795d38`	completed	March 29, 2026, 6:34 a.m.
NEDg	Description generation	`batch_69c8c8b75b848190a67de2040d563f86`	completed	March 29, 2026, 6:37 a.m.
NED2	Entity disambiguation (via description)	`batch_69c8c941814081909d299df5cd714c71`	completed	March 29, 2026, 6:40 a.m.

Created at: March 27, 2026, 4:09 p.m.