Triple
T19499845
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Norcross |
E487872
|
entity |
| Predicate | nearCity |
P350
|
FINISHED |
| Object | Lilburn, Georgia |
E390857
|
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: Lilburn, Georgia | Statement: [Norcross, nearCity, Lilburn, Georgia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lilburn, Georgia Context triple: [Norcross, nearCity, Lilburn, Georgia]
-
A.
Lilburn, Georgia
chosen
Lilburn, Georgia is a suburban city in the Atlanta metropolitan area known for its diverse community and family-oriented neighborhoods.
-
B.
Lithonia, Georgia
Lithonia, Georgia is a small city in the eastern Atlanta metropolitan area known historically for its granite quarries and African American heritage.
-
C.
Ball Ground, Georgia
Ball Ground, Georgia is a small historic city in northern Georgia known for its scenic setting in the foothills of the Appalachian Mountains and its roots in the Cherokee Nation.
-
D.
Colquitt, Georgia
Colquitt, Georgia is a small city in southwest Georgia known as the cultural and economic hub of Miller County.
-
E.
Springfield, Georgia
Springfield, Georgia is a small city in Effingham County that serves as a residential and community hub within the greater Savannah metropolitan region.
- 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_69d8e8d9d1c88190b01cd78b8be49384 |
completed | April 10, 2026, 12:11 p.m. |
| NER | Named-entity recognition | batch_69e6349462108190bb763b4e03bf000d |
completed | April 20, 2026, 2:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a074e6eee448190b5cc552199e6d9b0 |
completed | May 15, 2026, 4:48 p.m. |
Created at: April 10, 2026, 1:40 p.m.