Triple
T2311866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newnan, Georgia |
E51975
|
entity |
| Predicate | transportation |
P230
|
FINISHED |
| Object |
served by U.S. Route 29
Newnan, Georgia is a city in Coweta County within the Atlanta metropolitan area, known for its historic downtown and role as a regional commercial and residential hub.
|
E256588
|
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: served by U.S. Route 29 | Statement: [Newnan, Georgia, transportation, served by U.S. Route 29]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: served by U.S. Route 29 Context triple: [Newnan, Georgia, transportation, served by U.S. Route 29]
-
A.
served by U.S. Route 283
U.S. Route 283 is a north–south United States highway running through the central Great Plains, connecting rural communities and regional centers across Texas, Oklahoma, Kansas, and Nebraska.
-
B.
served by U.S. Route 17
Edenton is a historic town in northeastern North Carolina known for its colonial architecture and waterfront location on Albemarle Sound.
-
C.
U.S. Route 29 in Virginia
U.S. Route 29 in Virginia is a major north–south highway that traverses the state from the North Carolina border to Washington, D.C., connecting cities such as Danville, Lynchburg, Charlottesville, and Fairfax.
-
D.
U.S. Route 29 in Florida
U.S. Route 29 in Florida is a north–south U.S. Highway in the Florida Panhandle that serves as a major route between Pensacola and the Alabama state line.
-
E.
U.S. Route 29 Business in Madison
U.S. Route 29 Business in Madison is a local business loop of U.S. Route 29 that serves the town of Madison, Virginia, providing direct access to its downtown and nearby areas.
- 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: served by U.S. Route 29 Triple: [Newnan, Georgia, transportation, served by U.S. Route 29]
Generated description
Newnan, Georgia is a city in Coweta County within the Atlanta metropolitan area, known for its historic downtown and role as a regional commercial and residential hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: served by U.S. Route 29 Target entity description: Newnan, Georgia is a city in Coweta County within the Atlanta metropolitan area, known for its historic downtown and role as a regional commercial and residential hub.
-
A.
served by U.S. Route 283
U.S. Route 283 is a north–south United States highway running through the central Great Plains, connecting rural communities and regional centers across Texas, Oklahoma, Kansas, and Nebraska.
-
B.
served by U.S. Route 17
Edenton is a historic town in northeastern North Carolina known for its colonial architecture and waterfront location on Albemarle Sound.
-
C.
U.S. Route 29 in Virginia
U.S. Route 29 in Virginia is a major north–south highway that traverses the state from the North Carolina border to Washington, D.C., connecting cities such as Danville, Lynchburg, Charlottesville, and Fairfax.
-
D.
U.S. Route 29 in Florida
U.S. Route 29 in Florida is a north–south U.S. Highway in the Florida Panhandle that serves as a major route between Pensacola and the Alabama state line.
-
E.
U.S. Route 29 Business in Madison
U.S. Route 29 Business in Madison is a local business loop of U.S. Route 29 that serves the town of Madison, Virginia, providing direct access to its downtown and nearby areas.
- 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_69a88b0bb30c81908ded03b006d29387 |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc61a8e248190b5024cca9efd806d |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae895c95388190848f592fc5d48ec6 |
completed | March 9, 2026, 8:48 a.m. |
| NEDg | Description generation | batch_69ae8e9193808190a29ed60d74065088 |
completed | March 9, 2026, 9:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae8f373c80819095b93a7fecbd788b |
completed | March 9, 2026, 9:13 a.m. |
Created at: March 4, 2026, 7:49 p.m.