Triple
T7759503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chamblee, Georgia |
E175980
|
entity |
| Predicate | hasNeighborhood |
P40
|
FINISHED |
| Object |
Downtown Chamblee
Downtown Chamblee is the historic commercial core of Chamblee, Georgia, known for its walkable streets, local shops and restaurants, and transit-accessible urban redevelopment.
|
E686875
|
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: Downtown Chamblee | Statement: [Chamblee, Georgia, hasNeighborhood, Downtown Chamblee]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Downtown Chamblee Context triple: [Chamblee, Georgia, hasNeighborhood, Downtown Chamblee]
-
A.
Buckhead
Buckhead is an affluent, upscale district in Atlanta known for its luxury shopping, dining, and high-rise residential and commercial developments.
-
B.
Midtown South
Midtown South is a central Manhattan commercial and residential district known for its dense office buildings, hotels, and proximity to major transit and shopping hubs.
-
C.
Oglethorpe Square
Oglethorpe Square is a historic public square in Brunswick, Georgia, named in honor of the colony’s founder, James Oglethorpe.
-
D.
Downtown South
Downtown South is a high-density urban neighborhood in Vancouver, British Columbia, known for its residential towers, mixed-use developments, and proximity to the city’s central business district.
-
E.
Peachtree Center
Peachtree Center is a major mixed-use commercial complex and transit hub in downtown Atlanta, known for its interconnected office towers, hotels, and retail spaces.
- 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: Downtown Chamblee Triple: [Chamblee, Georgia, hasNeighborhood, Downtown Chamblee]
Generated description
Downtown Chamblee is the historic commercial core of Chamblee, Georgia, known for its walkable streets, local shops and restaurants, and transit-accessible urban redevelopment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Downtown Chamblee Target entity description: Downtown Chamblee is the historic commercial core of Chamblee, Georgia, known for its walkable streets, local shops and restaurants, and transit-accessible urban redevelopment.
-
A.
Buckhead
Buckhead is an affluent, upscale district in Atlanta known for its luxury shopping, dining, and high-rise residential and commercial developments.
-
B.
Midtown South
Midtown South is a central Manhattan commercial and residential district known for its dense office buildings, hotels, and proximity to major transit and shopping hubs.
-
C.
Oglethorpe Square
Oglethorpe Square is a historic public square in Brunswick, Georgia, named in honor of the colony’s founder, James Oglethorpe.
-
D.
Downtown South
Downtown South is a high-density urban neighborhood in Vancouver, British Columbia, known for its residential towers, mixed-use developments, and proximity to the city’s central business district.
-
E.
Peachtree Center
Peachtree Center is a major mixed-use commercial complex and transit hub in downtown Atlanta, known for its interconnected office towers, hotels, and retail spaces.
- 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_69c69962923c8190ac74d28b4f9fe0a0 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c703de43d08190ac28bc17cd3e5ffa |
completed | March 27, 2026, 10:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8c7d2be488190bad1026b76fd0cd3 |
completed | March 29, 2026, 6:33 a.m. |
| NEDg | Description generation | batch_69c8c855af8881908bad7f278c492877 |
completed | March 29, 2026, 6:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8c8c516048190957d937f2f2273ad |
completed | March 29, 2026, 6:37 a.m. |
Created at: March 27, 2026, 4:09 p.m.