Triple
T2606621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GA 54 |
E58674
|
entity |
| Predicate | hasJunctionWith |
P1018
|
FINISHED |
| Object |
U.S. Route 29 in Hogansville
U.S. Route 29 in Hogansville is a segment of the major north–south U.S. Highway that passes through Hogansville, Georgia, serving as a key local thoroughfare and connector to surrounding routes.
|
E282267
|
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: U.S. Route 29 in Hogansville | Statement: [GA 54, hasJunctionWith, U.S. Route 29 in Hogansville]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 29 in Hogansville Context triple: [GA 54, hasJunctionWith, U.S. Route 29 in Hogansville]
-
A.
U.S. Route 29 near Newnan, Georgia
U.S. Route 29 near Newnan, Georgia is a segment of the major north–south U.S. Highway that serves the Newnan area southwest of Atlanta, carrying regional traffic and connecting with several state routes and local roads.
-
B.
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.
-
C.
U.S. Route 29 and State Route 8 near Athens, Georgia
U.S. Route 29 and State Route 8 near Athens, Georgia is a major highway junction serving as a key access point to the Athens area and the nearby University of Georgia.
-
D.
U.S. Route 19 in Griffin, Georgia
U.S. Route 19 in Griffin, Georgia is a major north–south U.S. highway segment that serves as a primary arterial route through the city of Griffin.
-
E.
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.
- 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: U.S. Route 29 in Hogansville Triple: [GA 54, hasJunctionWith, U.S. Route 29 in Hogansville]
Generated description
U.S. Route 29 in Hogansville is a segment of the major north–south U.S. Highway that passes through Hogansville, Georgia, serving as a key local thoroughfare and connector to surrounding routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 29 in Hogansville Target entity description: U.S. Route 29 in Hogansville is a segment of the major north–south U.S. Highway that passes through Hogansville, Georgia, serving as a key local thoroughfare and connector to surrounding routes.
-
A.
U.S. Route 29 near Newnan, Georgia
U.S. Route 29 near Newnan, Georgia is a segment of the major north–south U.S. Highway that serves the Newnan area southwest of Atlanta, carrying regional traffic and connecting with several state routes and local roads.
-
B.
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.
-
C.
U.S. Route 29 and State Route 8 near Athens, Georgia
U.S. Route 29 and State Route 8 near Athens, Georgia is a major highway junction serving as a key access point to the Athens area and the nearby University of Georgia.
-
D.
U.S. Route 19 in Griffin, Georgia
U.S. Route 19 in Griffin, Georgia is a major north–south U.S. highway segment that serves as a primary arterial route through the city of Griffin.
-
E.
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.
- 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_69ab4ac3523881909679750c9f8c2dec |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd865c9908190be7e1b572a43972f |
completed | March 7, 2026, 7:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af83de926c81909e45160f9fc78799 |
completed | March 10, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69af8501adc4819092035d7e55524fc8 |
completed | March 10, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af85a6060c8190a80d5633d1b8a9d5 |
completed | March 10, 2026, 2:44 a.m. |
Created at: March 6, 2026, 9:49 p.m.