Triple
T19500121
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duluth, Georgia |
E487879
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object | Buford Highway |
E674351
|
NE FINISHED |
How this triple was built (2 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: Buford Highway | Statement: [Duluth, Georgia, hasMajorRoad, Buford Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Buford Highway Context triple: [Duluth, Georgia, hasMajorRoad, Buford Highway]
-
A.
Buford Highway
chosen
Buford Highway is a major multi-lane thoroughfare in the Atlanta metropolitan area known for its dense concentration of diverse immigrant communities, restaurants, and businesses.
-
B.
Buford Road
Buford Road is a local thoroughfare serving the suburban community of Bon Air in Chesterfield County, Virginia.
-
C.
Forrest Highway
Forrest Highway is a major road in Western Australia that links Perth’s southern suburbs with the South West region, including the Bunbury area.
-
D.
VFW Parkway
VFW Parkway is a major landscaped roadway in the Greater Boston area that connects residential neighborhoods with key routes while preserving a park-like corridor.
-
E.
Buford Dam Road
Buford Dam Road is a roadway in Georgia that provides access to the Buford Dam area and the surrounding Lake Lanier recreational facilities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8e8d9d1c88190b01cd78b8be49384 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6349462108190bb763b4e03bf000d |
completed | April 20, 2026, 2:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07d423f0548190946e7ca67d492efc |
completed | May 16, 2026, 2:19 a.m. |
Created at: April 10, 2026, 1:40 p.m.