Triple

T4608252

Position	Surface form	Disambiguated ID	Type / Status
Subject	Maricopa Association of Governments	`E100488`	entity
Predicate	hasBoard	`P35`	FINISHED
Object	Regional Council The Regional Council is the primary governing body of the Maricopa Association of Governments, composed of elected officials who set regional policy and make key planning and funding decisions.	`E456455`	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: Regional Council | Statement: [Maricopa Association of Governments, hasBoard, Regional Council]

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

Target entity: Regional Council
Context triple: [Maricopa Association of Governments, hasBoard, Regional Council]

A. Regional Councils
Regional Councils are elected legislative bodies that govern Italy’s regions, exercising law-making and administrative powers within the framework of the national constitution.
B. County administrative board
A county administrative board is a regional government authority in Sweden responsible for implementing national policies, coordinating state and municipal activities, and overseeing areas such as environmental protection, infrastructure, and civil preparedness within a county.
C. Regional Development Council VIII
Regional Development Council VIII is the primary multi-sectoral planning and policy-making body responsible for coordinating and guiding socio-economic development initiatives in the Eastern Visayas region of the Philippines.
D. Provincial Council
The Provincial Council is the elected legislative body that governs a Dutch province, setting regional policies and overseeing the provincial executive.
E. Regional Development Council VII
Regional Development Council VII is the primary multi-sectoral planning and policy-making body responsible for coordinating and guiding socio-economic development initiatives in the Central Visayas region of the Philippines.
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: Regional Council
Triple: [Maricopa Association of Governments, hasBoard, Regional Council]

Generated description

The Regional Council is the primary governing body of the Maricopa Association of Governments, composed of elected officials who set regional policy and make key planning and funding decisions.

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

Target entity: Regional Council
Target entity description: The Regional Council is the primary governing body of the Maricopa Association of Governments, composed of elected officials who set regional policy and make key planning and funding decisions.

A. Regional Councils
Regional Councils are elected legislative bodies that govern Italy’s regions, exercising law-making and administrative powers within the framework of the national constitution.
B. County administrative board
A county administrative board is a regional government authority in Sweden responsible for implementing national policies, coordinating state and municipal activities, and overseeing areas such as environmental protection, infrastructure, and civil preparedness within a county.
C. Regional Development Council VIII
Regional Development Council VIII is the primary multi-sectoral planning and policy-making body responsible for coordinating and guiding socio-economic development initiatives in the Eastern Visayas region of the Philippines.
D. Provincial Council
The Provincial Council is the elected legislative body that governs a Dutch province, setting regional policies and overseeing the provincial executive.
E. Regional Development Council VII
Regional Development Council VII is the primary multi-sectoral planning and policy-making body responsible for coordinating and guiding socio-economic development initiatives in the Central Visayas region of the Philippines.
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_69bd43cce1e08190a07d53af6a9b6c24`	completed	March 20, 2026, 12:55 p.m.
NER	Named-entity recognition	`batch_69bd599debdc81909d11d0e871c666bb`	completed	March 20, 2026, 2:28 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bdfa789cdc8190add02a5970f9a0b6`	completed	March 21, 2026, 1:55 a.m.
NEDg	Description generation	`batch_69bdfb385ccc8190ab8de82c6df645cf`	completed	March 21, 2026, 1:58 a.m.
NED2	Entity disambiguation (via description)	`batch_69bdfbcdb6d881909feb3a6be81a567f`	completed	March 21, 2026, 2 a.m.

Created at: March 20, 2026, 1:12 p.m.