Triple
T16662622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gulfport–Biloxi metropolitan area |
E404895
|
entity |
| Predicate | hasAirport |
P105
|
FINISHED |
| Object | Gulfport–Biloxi International Airport |
E365363
|
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: Gulfport–Biloxi International Airport | Statement: [Gulfport–Biloxi metropolitan area, hasAirport, Gulfport–Biloxi International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gulfport–Biloxi International Airport Context triple: [Gulfport–Biloxi metropolitan area, hasAirport, Gulfport–Biloxi International Airport]
-
A.
Gulfport–Biloxi International Airport
chosen
Gulfport–Biloxi International Airport is a primary commercial airport serving the Mississippi Gulf Coast region, offering passenger flights, military operations, and general aviation services.
-
B.
Gulfport–Biloxi Regional Airport Authority
The Gulfport–Biloxi Regional Airport Authority is the governing body responsible for managing and overseeing operations at Gulfport–Biloxi International Airport in Mississippi.
-
C.
Hattiesburg–Laurel Regional Airport
Hattiesburg–Laurel Regional Airport is a public airport in Mississippi that provides commercial air service to the Hattiesburg and Laurel metropolitan area.
-
D.
Shreveport Regional Airport
Shreveport Regional Airport is a public airport serving as the primary commercial air gateway for the Shreveport metropolitan area in northwestern Louisiana.
-
E.
Atmore Municipal Airport
Atmore Municipal Airport is a public-use general aviation airport serving the city of Atmore and surrounding areas in Escambia County, Alabama.
- 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37c99efa8819096c6325ff4898bd7 |
completed | April 18, 2026, 12:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a008a32988c8190a671a4cbd829047a |
completed | May 10, 2026, 1:37 p.m. |
Created at: April 10, 2026, 5:18 a.m.