Triple
T3662212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forsyth County, Georgia |
E77674
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object | Johns Creek (unincorporated parts in county) |
E76107
|
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: Johns Creek (unincorporated parts in county) | Statement: [Forsyth County, Georgia, hasUnincorporatedCommunity, Johns Creek (unincorporated parts in county)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johns Creek (unincorporated parts in county) Context triple: [Forsyth County, Georgia, hasUnincorporatedCommunity, Johns Creek (unincorporated parts in county)]
-
A.
Lytle Creek area
The Lytle Creek area is a scenic Southern California region known for its mountain canyons, hiking, and outdoor recreation in the San Bernardino National Forest.
-
B.
Johns Creek, Georgia
chosen
Johns Creek, Georgia is a suburban city in the Atlanta metropolitan area known for its affluent neighborhoods, strong public schools, and high quality of life.
-
C.
Talking Rock Creek
Talking Rock Creek is a stream in northwestern Georgia known for flowing through the Appalachian foothills and contributing to the region’s scenic and recreational landscape.
-
D.
Reedy Creek Improvement District
Reedy Creek Improvement District was a special governmental jurisdiction in Florida that granted the Walt Disney Company broad self-governing powers over the land encompassing the Walt Disney World Resort.
-
E.
Black Creek (Miami-Dade County)
Black Creek is a waterway in Miami-Dade County, Florida, that flows into Biscayne Bay and forms part of the bay’s coastal watershed and ecosystem.
- 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_69ad85dfc4dc8190a441864202ab2a7a |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc3d826d88190b0b50e8592088a36 |
completed | March 8, 2026, 6:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b48846af9881909d71d63b8bd8d141 |
completed | March 13, 2026, 9:57 p.m. |
Created at: March 8, 2026, 3:25 p.m.