Triple

T1316415

Position	Surface form	Disambiguated ID	Type / Status
Subject	Metropolitan Planning Organizations in Georgia	`E28113`	entity
Predicate	includes	`P1393`	FINISHED
Object	Atlanta Regional Commission The Atlanta Regional Commission is the regional planning and intergovernmental coordination agency for the Atlanta metropolitan area, overseeing long-range transportation, land use, and community development initiatives.	`E150311`	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: Atlanta Regional Commission | Statement: [Metropolitan Planning Organizations in Georgia, includes, Atlanta Regional Commission]

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

Target entity: Atlanta Regional Commission
Context triple: [Metropolitan Planning Organizations in Georgia, includes, Atlanta Regional Commission]

A. Piedmont Regional Council
The Piedmont Regional Council is the legislative assembly of the Italian region of Piedmont, responsible for making regional laws and overseeing the regional government.
B. Atlanta-Fulton County Recreation Authority
The Atlanta-Fulton County Recreation Authority is a public agency that owns and oversees major sports and entertainment facilities in Atlanta and Fulton County, Georgia.
C. Georgia Building Authority
The Georgia Building Authority is a state agency responsible for managing, operating, and maintaining government buildings and facilities in Georgia.
D. Atlanta–Athens–Clarke–Sandy Springs Combined Statistical Area
The Atlanta–Athens–Clarke–Sandy Springs Combined Statistical Area is a large multi-county metropolitan and micropolitan region in north-central Georgia centered on the cities of Atlanta and Athens.
E. Metropolitan Atlanta Rapid Transit Authority (MARTA)
The Metropolitan Atlanta Rapid Transit Authority (MARTA) is the primary public transportation agency serving the Atlanta metropolitan area, operating a network of heavy rail, bus, and paratransit services.
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: Atlanta Regional Commission
Triple: [Metropolitan Planning Organizations in Georgia, includes, Atlanta Regional Commission]

Generated description

The Atlanta Regional Commission is the regional planning and intergovernmental coordination agency for the Atlanta metropolitan area, overseeing long-range transportation, land use, and community development initiatives.

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

Target entity: Atlanta Regional Commission
Target entity description: The Atlanta Regional Commission is the regional planning and intergovernmental coordination agency for the Atlanta metropolitan area, overseeing long-range transportation, land use, and community development initiatives.

A. Piedmont Regional Council
The Piedmont Regional Council is the legislative assembly of the Italian region of Piedmont, responsible for making regional laws and overseeing the regional government.
B. Atlanta-Fulton County Recreation Authority
The Atlanta-Fulton County Recreation Authority is a public agency that owns and oversees major sports and entertainment facilities in Atlanta and Fulton County, Georgia.
C. Georgia Building Authority
The Georgia Building Authority is a state agency responsible for managing, operating, and maintaining government buildings and facilities in Georgia.
D. Atlanta–Athens–Clarke–Sandy Springs Combined Statistical Area
The Atlanta–Athens–Clarke–Sandy Springs Combined Statistical Area is a large multi-county metropolitan and micropolitan region in north-central Georgia centered on the cities of Atlanta and Athens.
E. Metropolitan Atlanta Rapid Transit Authority (MARTA)
The Metropolitan Atlanta Rapid Transit Authority (MARTA) is the primary public transportation agency serving the Atlanta metropolitan area, operating a network of heavy rail, bus, and paratransit services.
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_69a498532c3481909223b74af2e578df`	completed	March 1, 2026, 7:49 p.m.
NER	Named-entity recognition	`batch_69a4c175079481909077cf11ed72d6fa`	completed	March 1, 2026, 10:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69acbaf16a84819089c3473113ae70f9`	completed	March 7, 2026, 11:55 p.m.
NEDg	Description generation	`batch_69acbb89269081909f00aee480c94e9f`	completed	March 7, 2026, 11:58 p.m.
NED2	Entity disambiguation (via description)	`batch_69acbc010cd0819080b1f8695dc0990b`	completed	March 8, 2026, midnight

Created at: March 1, 2026, 7:55 p.m.