Triple
T1316425
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Metropolitan Planning Organizations in Georgia |
E28113
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Warner Robins Area Transportation Study MPO
The Warner Robins Area Transportation Study MPO is a regional planning body responsible for coordinating long-range transportation planning and investment decisions in the Warner Robins, Georgia metropolitan area.
|
E151580
|
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: Warner Robins Area Transportation Study MPO | Statement: [Metropolitan Planning Organizations in Georgia, includes, Warner Robins Area Transportation Study MPO]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warner Robins Area Transportation Study MPO Context triple: [Metropolitan Planning Organizations in Georgia, includes, Warner Robins Area Transportation Study MPO]
-
A.
Macon Area Transportation Study MPO
The Macon Area Transportation Study MPO is a regional planning body responsible for coordinating long-range transportation planning and investment decisions in the greater Macon, Georgia area.
-
B.
Metropolitan Planning Organizations in Georgia
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.
-
C.
Valdosta-Lowndes Metropolitan Planning Organization
The Valdosta-Lowndes Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding for the Valdosta-Lowndes County urbanized area in Georgia.
-
D.
Rome-Floyd County MPO
The Rome-Floyd County MPO is a regional transportation planning agency responsible for coordinating long-range transportation strategies and funding for the Rome and Floyd County area in Georgia.
-
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: Warner Robins Area Transportation Study MPO Triple: [Metropolitan Planning Organizations in Georgia, includes, Warner Robins Area Transportation Study MPO]
Generated description
The Warner Robins Area Transportation Study MPO is a regional planning body responsible for coordinating long-range transportation planning and investment decisions in the Warner Robins, Georgia metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Warner Robins Area Transportation Study MPO Target entity description: The Warner Robins Area Transportation Study MPO is a regional planning body responsible for coordinating long-range transportation planning and investment decisions in the Warner Robins, Georgia metropolitan area.
-
A.
Macon Area Transportation Study MPO
The Macon Area Transportation Study MPO is a regional planning body responsible for coordinating long-range transportation planning and investment decisions in the greater Macon, Georgia area.
-
B.
Metropolitan Planning Organizations in Georgia
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.
-
C.
Valdosta-Lowndes Metropolitan Planning Organization
The Valdosta-Lowndes Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding for the Valdosta-Lowndes County urbanized area in Georgia.
-
D.
Rome-Floyd County MPO
The Rome-Floyd County MPO is a regional transportation planning agency responsible for coordinating long-range transportation strategies and funding for the Rome and Floyd County area in Georgia.
-
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_69acbf2964048190950723487c7cf707 |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acbfc03f20819089a025fc745c9203 |
completed | March 8, 2026, 12:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc0282080819087676813c2852a96 |
completed | March 8, 2026, 12:17 a.m. |
Created at: March 1, 2026, 7:55 p.m.