Triple
T6665111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Warner Robins Area Transportation Study MPO |
E151580
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Byron, Georgia
Byron, Georgia is a small city in central Georgia known for its historic downtown, proximity to Warner Robins, and role as a residential and commercial community along major transportation routes.
|
E608937
|
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: Byron, Georgia | Statement: [Warner Robins Area Transportation Study MPO, serves, Byron, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Byron, Georgia Context triple: [Warner Robins Area Transportation Study MPO, serves, Byron, Georgia]
-
A.
Byromville, Georgia
Byromville, Georgia is a small rural town located in central Georgia within Dooly County.
-
B.
Bogart, Georgia
Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
-
C.
Morrow, Georgia
Morrow, Georgia is a small suburban city in the Atlanta metropolitan area known for housing Clayton State University and various retail and commercial centers.
-
D.
Brinson, Georgia
Brinson, Georgia is a small rural community located in Decatur County in the southwestern part of the state.
-
E.
Bolingbroke, Georgia
Bolingbroke, Georgia is an unincorporated community in central Georgia that serves as a small residential and rural area within the Macon metropolitan region.
- 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: Byron, Georgia Triple: [Warner Robins Area Transportation Study MPO, serves, Byron, Georgia]
Generated description
Byron, Georgia is a small city in central Georgia known for its historic downtown, proximity to Warner Robins, and role as a residential and commercial community along major transportation routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Byron, Georgia Target entity description: Byron, Georgia is a small city in central Georgia known for its historic downtown, proximity to Warner Robins, and role as a residential and commercial community along major transportation routes.
-
A.
Byromville, Georgia
Byromville, Georgia is a small rural town located in central Georgia within Dooly County.
-
B.
Bogart, Georgia
Bogart, Georgia is a small town in northeastern Georgia located near the Athens metropolitan area.
-
C.
Morrow, Georgia
Morrow, Georgia is a small suburban city in the Atlanta metropolitan area known for housing Clayton State University and various retail and commercial centers.
-
D.
Brinson, Georgia
Brinson, Georgia is a small rural community located in Decatur County in the southwestern part of the state.
-
E.
Bolingbroke, Georgia
Bolingbroke, Georgia is an unincorporated community in central Georgia that serves as a small residential and rural area within the Macon metropolitan region.
- 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_69c687f71fc081909dbd45d6377f6045 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b09bc69c8190addb8075415ec6d9 |
completed | March 27, 2026, 4:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6ef0e33308190995fcccf50d134c1 |
completed | March 27, 2026, 8:56 p.m. |
| NEDg | Description generation | batch_69c6f0a3f0b481908dfe70d626277e8f |
completed | March 27, 2026, 9:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6f1a3995c8190b22766356b6e6bf8 |
completed | March 27, 2026, 9:07 p.m. |
Created at: March 27, 2026, 2:02 p.m.