Triple
T1316423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Planning Organizations in Georgia |
E28113
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Hinesville Area Metropolitan Planning Organization
The Hinesville Area Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and investment decisions for the Hinesville, Georgia urbanized area.
|
E150315
|
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: Hinesville Area Metropolitan Planning Organization | Statement: [Metropolitan Planning Organizations in Georgia, includes, Hinesville Area Metropolitan Planning Organization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hinesville Area Metropolitan Planning Organization Context triple: [Metropolitan Planning Organizations in Georgia, includes, Hinesville Area Metropolitan Planning Organization]
-
A.
Palmetto, Georgia
Palmetto, Georgia is a small city in the Atlanta metropolitan area known for its historic character and location spanning both Fulton and Coweta counties.
-
B.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
-
C.
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.
-
D.
Hogansville, Georgia
Hogansville, Georgia is a small historic city in west-central Georgia known for its preserved downtown, annual Hummingbird Festival, and location along Interstate 85 between Atlanta and Columbus.
-
E.
Jacksonville Transportation Authority
The Jacksonville Transportation Authority is the public agency that plans, operates, and maintains bus, rapid transit, and other transportation services in the Jacksonville, Florida 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: Hinesville Area Metropolitan Planning Organization Triple: [Metropolitan Planning Organizations in Georgia, includes, Hinesville Area Metropolitan Planning Organization]
Generated description
The Hinesville Area Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and investment decisions for the Hinesville, Georgia urbanized area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hinesville Area Metropolitan Planning Organization Target entity description: The Hinesville Area Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and investment decisions for the Hinesville, Georgia urbanized area.
-
A.
Palmetto, Georgia
Palmetto, Georgia is a small city in the Atlanta metropolitan area known for its historic character and location spanning both Fulton and Coweta counties.
-
B.
Hapeville, Georgia
Hapeville, Georgia is a small city in the Atlanta metropolitan area known for its proximity to Hartsfield–Jackson Atlanta International Airport and its historic downtown.
-
C.
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.
-
D.
Hogansville, Georgia
Hogansville, Georgia is a small historic city in west-central Georgia known for its preserved downtown, annual Hummingbird Festival, and location along Interstate 85 between Atlanta and Columbus.
-
E.
Jacksonville Transportation Authority
The Jacksonville Transportation Authority is the public agency that plans, operates, and maintains bus, rapid transit, and other transportation services in the Jacksonville, Florida 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_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.