Triple
T15427858
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pascagoula |
E369557
|
entity |
| Predicate | partOfMetropolitanArea |
P294
|
FINISHED |
| Object | Pascagoula metropolitan area |
E1153921
|
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: Pascagoula metropolitan area | Statement: [Pascagoula, partOfMetropolitanArea, Pascagoula metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pascagoula metropolitan area Context triple: [Pascagoula, partOfMetropolitanArea, Pascagoula metropolitan area]
-
A.
Pascagoula metropolitan area
chosen
The Pascagoula metropolitan area is a small coastal metro region in southeastern Mississippi centered on the city of Pascagoula and its surrounding communities along the Gulf of Mexico.
-
B.
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.
-
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.
Pascagoula
Pascagoula is a coastal city in southeastern Mississippi known for its major shipbuilding industry and location along the Gulf of Mexico.
-
E.
Biloxi
Biloxi is a coastal Mississippi city known for its beaches, casinos, and seafood industry along the Gulf of Mexico.
- 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_69d85a1849f48190bf898068b2806fae |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03ec31f4881908b26ff7c381d7bc9 |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0025e9b00c81908cb5f305c894363f |
completed | May 10, 2026, 6:30 a.m. |
Created at: April 10, 2026, 3:20 a.m.