Triple
T13284219
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North Fulton County |
E316396
|
entity |
| Predicate | hasMajorEmploymentCenter |
P79077
|
FINISHED |
| Object | Perimeter Center area |
E617960
|
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: Perimeter Center area | Statement: [North Fulton County, hasMajorEmploymentCenter, Perimeter Center area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Perimeter Center area Context triple: [North Fulton County, hasMajorEmploymentCenter, Perimeter Center area]
-
A.
Perimeter Center business district
chosen
Perimeter Center business district is a major mixed-use commercial hub in the Atlanta metropolitan area, known for its concentration of offices, retail centers, and corporate headquarters.
-
B.
Allen Center area
The Allen Center area is a major office and commercial complex in downtown Houston known for its cluster of high-rise buildings and corporate tenants.
-
C.
Convention Center area
The Convention Center area is a bustling downtown Philadelphia district centered around the Pennsylvania Convention Center, known for its hotels, restaurants, and easy access to major city attractions.
-
D.
Government Center area
The Government Center area is a prominent civic and administrative district in downtown Boston known for its cluster of government buildings and public plazas.
-
E.
Trade Center-mae area
The Trade Center-mae area is a waterfront business and commercial district in Osaka known for its convention facilities, office complexes, and access to the city’s international trade and exhibition centers.
- 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: hasMajorEmploymentCenter Context triple: [North Fulton County, hasMajorEmploymentCenter, Perimeter Center area]
-
A.
hasMajorEmployer
Indicates that an entity has a primary or most significant employer with which it is chiefly affiliated for work or occupation.
-
B.
hasMajorCommercialCentre
chosen
Indicates that a place contains or hosts a primary hub of significant commercial or business activity.
-
C.
hasMajorCity
Indicates that a location possesses at least one city of significant size, importance, or influence within its region or country.
-
D.
isMajorCenterOf
Indicates that a place serves as a primary hub or focal point for a particular activity, function, or domain.
-
E.
majorEmploymentCentersServed
Indicates that the subject provides access or service to significant hubs of employment, such as large workplaces or business districts.
- 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_69d806b349908190a9a61dd9323bf153 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99cfdc9388190af1fdd3cd4717bd8 |
completed | April 11, 2026, 12:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f70a5a98488190804a97a052741377 |
completed | May 3, 2026, 8:42 a.m. |
| PD | Predicate disambiguation | batch_69d98f6535688190a5a4549b7be2d611 |
completed | April 11, 2026, 12:01 a.m. |
Created at: April 9, 2026, 9:27 p.m.