Triple
T16155991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flowood, Mississippi |
E392042
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Jackson–Yazoo City combined statistical area |
E308123
|
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: Jackson–Yazoo City combined statistical area | Statement: [Flowood, Mississippi, partOf, Jackson–Yazoo City combined statistical area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jackson–Yazoo City combined statistical area Context triple: [Flowood, Mississippi, partOf, Jackson–Yazoo City combined statistical area]
-
A.
Jackson, MS Metropolitan Statistical Area
chosen
The Jackson, MS Metropolitan Statistical Area is a U.S. Census-defined region centered on Jackson, Mississippi, encompassing the city and its surrounding counties as a single economic and population hub.
-
B.
Starkville micropolitan area
The Starkville micropolitan area is a small urban region in northeastern Mississippi centered on the city of Starkville and its surrounding communities, often associated with Mississippi State University and its local economy.
-
C.
Hattiesburg metropolitan area
The Hattiesburg metropolitan area is a regional urban hub in southern Mississippi centered on the city of Hattiesburg and its surrounding communities.
-
D.
Oxford, Mississippi micropolitan area
The Oxford, Mississippi micropolitan area is a small urban region in northern Mississippi centered on the city of Oxford and its surrounding communities, recognized for its economic, educational, and cultural influence relative to its size.
-
E.
Yazoo City, Mississippi
Yazoo City, Mississippi is a small historic city in west-central Mississippi known for its Delta culture, Civil War history, and role as a regional commercial center.
- 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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21e5aa57c8190a9d89dd57e30318f |
completed | April 17, 2026, 11:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7ae46dc81908cba9152a6080c3a |
completed | May 10, 2026, 3:12 a.m. |
Created at: April 10, 2026, 5:01 a.m.