Triple
T12052717
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lamar County, Mississippi |
E286956
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Greater Hattiesburg area |
E998107
|
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: Greater Hattiesburg area | Statement: [Lamar County, Mississippi, partOf, Greater Hattiesburg area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greater Hattiesburg area Context triple: [Lamar County, Mississippi, partOf, Greater Hattiesburg area]
-
A.
Hattiesburg metropolitan area
chosen
The Hattiesburg metropolitan area is a regional urban hub in southern Mississippi centered on the city of Hattiesburg and its surrounding communities.
-
B.
Hattiesburg, Mississippi
Hattiesburg, Mississippi is a mid-sized city in southern Mississippi known as a regional hub for education, healthcare, and transportation, home to the University of Southern Mississippi and a historic downtown.
-
C.
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.
-
D.
Gulfport–Biloxi metropolitan area
The Gulfport–Biloxi metropolitan area is a coastal urban region in southern Mississippi centered on the cities of Gulfport and Biloxi, known for its tourism, casinos, and Gulf Coast beaches.
-
E.
Jackson, MS Metropolitan Statistical Area
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.
- 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_69d6ab4780948190bdb9f7620c2ac27e |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90423b22081908fba82fbc6b40eb5 |
completed | April 10, 2026, 2:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684c9aa3881908f920422f4f815e1 |
completed | May 2, 2026, 11:12 p.m. |
Created at: April 8, 2026, 9:47 p.m.