Triple
T3688321
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chattahoochee Hills, Georgia |
E78278
|
entity |
| Predicate | developmentModel |
P2006
|
FINISHED |
| Object | new urbanism |
E69866
|
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: new urbanism | Statement: [Chattahoochee Hills, Georgia, developmentModel, new urbanism]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: new urbanism Context triple: [Chattahoochee Hills, Georgia, developmentModel, new urbanism]
-
A.
New Urbanism
chosen
New Urbanism is an urban design movement that promotes walkable, mixed-use, human-scaled neighborhoods as an alternative to car-dependent suburban sprawl.
-
B.
Urbanisme
Urbanisme is a seminal 1925 book by architect Le Corbusier that outlines his influential modernist theories on city planning and the design of the contemporary urban environment.
-
C.
Congress for the New Urbanism
Congress for the New Urbanism is a leading advocacy and professional organization that promotes walkable, mixed-use neighborhood development and sustainable urban design principles.
-
D.
New Urban Agenda
The New Urban Agenda is a United Nations framework adopted at Habitat III that guides sustainable urban development and inclusive, resilient city planning worldwide.
-
E.
Garden city movement
The Garden city movement was an influential urban planning philosophy that promoted self-contained, greenbelt-surrounded towns combining the benefits of city and countryside to improve living conditions and reduce urban overcrowding.
- 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_69ad85e285a081908f8cbfa9e2ed9b75 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc4c960788190b73ede08658846aa |
completed | March 8, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c3c5b6488190afb8cc599d633a96 |
completed | March 14, 2026, 2:11 a.m. |
Created at: March 8, 2026, 3:26 p.m.