Triple
T541057
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luthersville, Georgia |
E12628
|
entity |
| Predicate | locatedOnHighway |
P385
|
FINISHED |
| Object | U.S. Route 27 Alternate |
E34105
|
NE FINISHED |
How this triple was built (3 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 27 Alternate | Statement: [Luthersville, Georgia, locatedOnHighway, U.S. Route 27 Alternate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: U.S. Route 27 Alternate Context triple: [Luthersville, Georgia, locatedOnHighway, U.S. Route 27 Alternate]
-
A.
U.S. Route 27 Alternate
chosen
U.S. Route 27 Alternate is an auxiliary U.S. highway that provides an alternate north–south route to U.S. Route 27 through parts of Georgia and neighboring states.
-
B.
U.S. Route 27
U.S. Route 27 is a major north–south United States highway that runs from Florida to Michigan, passing through several southeastern and midwestern states.
-
C.
U.S. Route 275
U.S. Route 275 is a north–south U.S. Highway in the central United States that runs through parts of Nebraska, Iowa, and Missouri, serving as a regional connector between rural communities and larger transportation corridors.
-
D.
U.S. Route 30 Bypass
U.S. Route 30 Bypass is an alternate alignment of U.S. Route 30 that diverts traffic around central Portland, Oregon, to provide a more direct and less congested route for through travelers.
-
E.
U.S. Route 29
U.S. Route 29 is a major north–south U.S. Highway running from Florida to Virginia, connecting numerous cities across the southeastern and mid-Atlantic United States.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: locatedOnHighway Context triple: [Luthersville, Georgia, locatedOnHighway, U.S. Route 27 Alternate]
-
A.
connectsToHighway
Indicates that one location, road, or route has a direct access point or linkage to a highway.
-
B.
hasMajorHighway
chosen
Indicates that a location or area is served by or directly connected to a major highway route.
-
C.
locatedAlong
Indicates that one entity is situated adjacent to, or running beside, the length or course of another linear feature (such as a road, river, or railway).
-
D.
roadFeature
Indicates that an entity is a specific physical or functional characteristic associated with a road, such as its structure, markings, or related infrastructure.
-
E.
linkedByRoadTo
Indicates that two locations are directly connected to each other by a road suitable for travel.
- F. None of above.
Provenance (4 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_69a49334226c81908b0ea1689ef6aa3f |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4985feee481908184a39210feab95 |
completed | March 1, 2026, 7:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad517bbe088190b1cac2ea8eb2063b |
completed | March 8, 2026, 10:37 a.m. |
| PD | Predicate disambiguation | batch_69a494b67c308190a1a225ab7c4b74c6 |
completed | March 1, 2026, 7:34 p.m. |
Created at: March 1, 2026, 7:32 p.m.