Triple
T1316416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Planning Organizations in Georgia |
E28113
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Chatham County–Savannah Metropolitan Planning Commission
The Chatham County–Savannah Metropolitan Planning Commission is a regional planning agency responsible for coordinating land use, transportation, and long-range development strategies for the Savannah, Georgia metropolitan area.
|
E51338
|
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: Chatham County–Savannah Metropolitan Planning Commission | Statement: [Metropolitan Planning Organizations in Georgia, includes, Chatham County–Savannah Metropolitan Planning Commission]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chatham County–Savannah Metropolitan Planning Commission Context triple: [Metropolitan Planning Organizations in Georgia, includes, Chatham County–Savannah Metropolitan Planning Commission]
-
A.
Chatham County, Georgia
Chatham County, Georgia is a coastal county in southeastern Georgia that includes the historic city of Savannah and serves as a regional economic, cultural, and military hub.
-
B.
Richmond County, Georgia
Richmond County, Georgia is a county in east-central Georgia that includes the city of Augusta and is known for its military presence, medical and educational institutions, and role as a regional economic hub.
-
C.
Chatham County
Chatham County is a county in central North Carolina that forms part of the fast-growing Research Triangle region anchored by Raleigh, Durham, and Chapel Hill.
-
D.
Tift County, Georgia
Tift County, Georgia is a predominantly rural county in south-central Georgia known for its agricultural economy and its county seat, the city of Tifton.
-
E.
Forsyth County, Georgia
Forsyth County, Georgia is a rapidly growing suburban county in the Atlanta metropolitan area, known for its high-ranked schools, affluent communities, and proximity to Lake Lanier.
- 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: Chatham County–Savannah Metropolitan Planning Commission Triple: [Metropolitan Planning Organizations in Georgia, includes, Chatham County–Savannah Metropolitan Planning Commission]
Generated description
The Chatham County–Savannah Metropolitan Planning Commission is a regional planning agency responsible for coordinating land use, transportation, and long-range development strategies for the Savannah, Georgia metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chatham County–Savannah Metropolitan Planning Commission Target entity description: The Chatham County–Savannah Metropolitan Planning Commission is a regional planning agency responsible for coordinating land use, transportation, and long-range development strategies for the Savannah, Georgia metropolitan area.
-
A.
Chatham County, Georgia
chosen
Chatham County, Georgia is a coastal county in southeastern Georgia that includes the historic city of Savannah and serves as a regional economic, cultural, and military hub.
-
B.
Richmond County, Georgia
Richmond County, Georgia is a county in east-central Georgia that includes the city of Augusta and is known for its military presence, medical and educational institutions, and role as a regional economic hub.
-
C.
Chatham County
Chatham County is a county in central North Carolina that forms part of the fast-growing Research Triangle region anchored by Raleigh, Durham, and Chapel Hill.
-
D.
Tift County, Georgia
Tift County, Georgia is a predominantly rural county in south-central Georgia known for its agricultural economy and its county seat, the city of Tifton.
-
E.
Forsyth County, Georgia
Forsyth County, Georgia is a rapidly growing suburban county in the Atlanta metropolitan area, known for its high-ranked schools, affluent communities, and proximity to Lake Lanier.
- F. None of above.
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.