Triple
T7549125
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Duluth, Georgia |
E178482
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object |
Buford Highway
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.
|
E674351
|
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: 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.
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.
-
B.
Generals Highway
Generals Highway is a scenic mountain road in California that winds through Sequoia and Kings Canyon National Parks, providing access to giant sequoia groves and major park attractions.
-
C.
Elliott Highway
The Elliott Highway is a remote road in Alaska that connects Fairbanks to the interior and serves as a key route toward the Dalton Highway and Alaska’s Arctic regions.
-
D.
Jacksboro Pike
Jacksboro Pike is a major roadway running through the Fountain City area of Knoxville, Tennessee, serving as a key local commercial and commuter route.
-
E.
Lincoln Parkway
Lincoln Parkway is a historic, tree-lined boulevard in Buffalo, New York, that forms part of the city’s Olmsted-designed park and parkway system.
- 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: Buford Highway Triple: [Duluth, Georgia, hasMajorRoad, Buford Highway]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Buford Highway Target entity description: 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.
-
A.
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.
-
B.
Generals Highway
Generals Highway is a scenic mountain road in California that winds through Sequoia and Kings Canyon National Parks, providing access to giant sequoia groves and major park attractions.
-
C.
Elliott Highway
The Elliott Highway is a remote road in Alaska that connects Fairbanks to the interior and serves as a key route toward the Dalton Highway and Alaska’s Arctic regions.
-
D.
Jacksboro Pike
Jacksboro Pike is a major roadway running through the Fountain City area of Knoxville, Tennessee, serving as a key local commercial and commuter route.
-
E.
Lincoln Parkway
Lincoln Parkway is a historic, tree-lined boulevard in Buffalo, New York, that forms part of the city’s Olmsted-designed park and parkway system.
- 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_69c69f2cbe08819088f9eb0c03ef529b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8b35ba481908e1e5bbf329daa33 |
completed | March 27, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c86151a5a48190a6a53baa54f19293 |
completed | March 28, 2026, 11:16 p.m. |
| NEDg | Description generation | batch_69c861d1255881909091426b62bfdd1e |
completed | March 28, 2026, 11:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8627e9a6c8190baf4e8bb113845f1 |
completed | March 28, 2026, 11:21 p.m. |
Created at: March 27, 2026, 3:49 p.m.