Triple
T6654843
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Southern Mississippi |
E150914
|
entity |
| Predicate | city |
P40
|
FINISHED |
| Object | Hattiesburg |
E62812
|
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: Hattiesburg | Statement: [University of Southern Mississippi, city, Hattiesburg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hattiesburg Context triple: [University of Southern Mississippi, city, Hattiesburg]
-
A.
Hattiesburg, Mississippi
chosen
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.
-
B.
Biloxi
Biloxi is a coastal Mississippi city known for its beaches, casinos, and seafood industry along the Gulf of Mexico.
-
C.
Columbus, Mississippi
Columbus, Mississippi is a historic city in eastern Mississippi known for its well-preserved antebellum architecture and role as a regional educational and cultural center.
-
D.
Shreveport
Shreveport is a major city in northwestern Louisiana known for its role as a regional commercial, cultural, and transportation hub.
-
E.
Newton, Mississippi
Newton, Mississippi is a small city in eastern Mississippi that serves as a local commercial and community hub for the surrounding rural area.
- 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_69c687f2c9508190a60b9aad31d3f358 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b049958c8190bb3ef0d4c281825b |
completed | March 27, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7880545c4819091979008c84b3325 |
completed | March 28, 2026, 7:49 a.m. |
Created at: March 27, 2026, 2:01 p.m.