Triple
T15013323
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vinings, Georgia |
E377892
|
entity |
| Predicate | hasNearbyBusinessDistrict |
P19783
|
FINISHED |
| Object |
Cumberland–Galleria area
The Cumberland–Galleria area is a major mixed-use commercial and business district in Cobb County, Georgia, known for its shopping centers, office towers, and proximity to Truist Park.
|
E1132421
|
NE FINISHED |
How this triple was built (5 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: Cumberland–Galleria area | Statement: [Vinings, Georgia, hasNearbyBusinessDistrict, Cumberland–Galleria area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cumberland–Galleria area Context triple: [Vinings, Georgia, hasNearbyBusinessDistrict, Cumberland–Galleria area]
-
A.
Shoals metropolitan area
The Shoals metropolitan area is a small urban region in northwestern Alabama centered around the cities of Florence, Muscle Shoals, Sheffield, and Tuscumbia, known for its musical heritage and Tennessee River location.
-
B.
Kingsport–Bristol metropolitan area
The Kingsport–Bristol metropolitan area is a multi-city region in northeastern Tennessee and southwestern Virginia centered on the cities of Kingsport and Bristol, known for its manufacturing base and role in the broader Tri-Cities area.
-
C.
Three Rivers area
The Three Rivers area is a region in northeastern Oklahoma centered around the confluence of major rivers and known for its rich Native American history and cultural heritage.
-
D.
Alabaster metropolitan area
The Alabaster metropolitan area is a suburban region centered on the city of Alabaster in Alabama, forming part of the greater Birmingham–Hoover urban area.
-
E.
Lexington–Fayette metropolitan area
The Lexington–Fayette metropolitan area is a regional urban and economic hub in central Kentucky centered on the city of Lexington and its surrounding communities.
- 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: Cumberland–Galleria area Triple: [Vinings, Georgia, hasNearbyBusinessDistrict, Cumberland–Galleria area]
Generated description
The Cumberland–Galleria area is a major mixed-use commercial and business district in Cobb County, Georgia, known for its shopping centers, office towers, and proximity to Truist Park.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cumberland–Galleria area Target entity description: The Cumberland–Galleria area is a major mixed-use commercial and business district in Cobb County, Georgia, known for its shopping centers, office towers, and proximity to Truist Park.
-
A.
Shoals metropolitan area
The Shoals metropolitan area is a small urban region in northwestern Alabama centered around the cities of Florence, Muscle Shoals, Sheffield, and Tuscumbia, known for its musical heritage and Tennessee River location.
-
B.
Kingsport–Bristol metropolitan area
The Kingsport–Bristol metropolitan area is a multi-city region in northeastern Tennessee and southwestern Virginia centered on the cities of Kingsport and Bristol, known for its manufacturing base and role in the broader Tri-Cities area.
-
C.
Three Rivers area
The Three Rivers area is a region in northeastern Oklahoma centered around the confluence of major rivers and known for its rich Native American history and cultural heritage.
-
D.
Alabaster metropolitan area
The Alabaster metropolitan area is a suburban region centered on the city of Alabaster in Alabama, forming part of the greater Birmingham–Hoover urban area.
-
E.
Lexington–Fayette metropolitan area
The Lexington–Fayette metropolitan area is a regional urban and economic hub in central Kentucky centered on the city of Lexington and its surrounding communities.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasNearbyBusinessDistrict Context triple: [Vinings, Georgia, hasNearbyBusinessDistrict, Cumberland–Galleria area]
-
A.
hasBusinessDistrict
Indicates that a place or administrative area contains or includes a designated business district within its boundaries.
-
B.
isInBusinessDistrict
Indicates that an entity is located within a designated business or commercial district area.
-
C.
hasNearbyLandUse
chosen
Indicates that one land area is located close to another area characterized by a specific type of land use.
-
D.
nearbyUrbanCenter
Indicates that one location is geographically close to an urban center, such as a city or large town.
-
E.
hasMajorCompanyNearby
Indicates that a location or entity is situated close to at least one large or significant company.
- F. None of above.
Provenance (6 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_69d85cd3a3c881908c71fc424d459c17 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69ded7613cec8190ac25e3f68c5d0edf |
completed | April 15, 2026, 12:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe96aa3c888190a65e7b3c3b130131 |
completed | May 9, 2026, 2:06 a.m. |
| NEDg | Description generation | batch_69fe97af0a0c8190bca3ea103d05fd99 |
completed | May 9, 2026, 2:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe98b18ab48190b2a47418904e6643 |
completed | May 9, 2026, 2:15 a.m. |
| PD | Predicate disambiguation | batch_69de9a6531a88190acde65199a477350 |
completed | April 14, 2026, 7:49 p.m. |
Created at: April 10, 2026, 2:55 a.m.