Triple
T1316417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Planning Organizations in Georgia |
E28113
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object | Augusta Regional Transportation Study MPO |
E28113
|
NE FINISHED |
How this triple was built (2 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: Augusta Regional Transportation Study MPO | Statement: [Metropolitan Planning Organizations in Georgia, includes, Augusta Regional Transportation Study MPO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Augusta Regional Transportation Study MPO Context triple: [Metropolitan Planning Organizations in Georgia, includes, Augusta Regional Transportation Study MPO]
-
A.
Metropolitan Planning Organizations in Georgia
chosen
Metropolitan Planning Organizations in Georgia are regional transportation planning bodies that coordinate long-range transportation strategies and funding priorities for urbanized areas across the state.
-
B.
Augusta City Council
The Augusta City Council is the municipal governing body responsible for setting policy, passing ordinances, and overseeing local government operations in Augusta, Maine.
-
C.
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.
-
D.
Greensboro Transit Agency
Greensboro Transit Agency is the primary public bus transportation provider serving the city of Greensboro in North Carolina.
-
E.
Fayette Area Coordinated Transportation
Fayette Area Coordinated Transportation is the primary public transit agency serving Uniontown and the surrounding Fayette County region in Pennsylvania.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: March 1, 2026, 7:55 p.m.