Triple

T16136603
Position Surface form Disambiguated ID Type / Status
Subject Harrison County, Mississippi E391544 entity
Predicate isSeatOfMetropolitanArea P55218 FINISHED
Object Gulfport–Biloxi metropolitan area E404895 NE FINISHED

How this triple was built (3 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 metropolitan area | Statement: [Harrison County, Mississippi, isSeatOfMetropolitanArea, Gulfport–Biloxi metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gulfport–Biloxi metropolitan area
Context triple: [Harrison County, Mississippi, isSeatOfMetropolitanArea, Gulfport–Biloxi metropolitan area]
  • A. Gulfport–Biloxi metropolitan area chosen
    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.
  • B. Pascagoula metropolitan area
    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.
  • C. Biloxi
    Biloxi is a coastal Mississippi city known for its beaches, casinos, and seafood industry along the Gulf of Mexico.
  • D. 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.
  • E. Gulfport, Mississippi
    Gulfport, Mississippi is a coastal city on the Gulf of Mexico known for its port, beaches, and role as a major urban center in southern Mississippi.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isSeatOfMetropolitanArea
Context triple: [Harrison County, Mississippi, isSeatOfMetropolitanArea, Gulfport–Biloxi metropolitan area]
  • A. includesMajorMetropolitanArea
    Indicates that one entity geographically contains or encompasses a major metropolitan area within its boundaries.
  • B. seatOfMetropolitanArea chosen
    Indicates that a place serves as the administrative or principal city (seat) of a specified metropolitan area.
  • C. isMetropolitanOf
    Indicates that one entity is the primary metropolitan area or major urban center associated with another entity, such as a region, country, or administrative division.
  • D. locatedNearMetropolitanArea
    Indicates that one entity is situated in close geographic proximity to a metropolitan (urban) area.
  • E. isMetropolitanFor
    Indicates that one entity serves as the primary metropolitan center or urban hub for another entity (such as a region, area, or service).
  • F. None of above.

Provenance (4 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_69d87f1bb0988190b490d273dbf3fd03 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21a05148c8190bc2b98217fda23cc completed April 17, 2026, 11:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a005809cbf08190b35f2c820793163c completed May 10, 2026, 10:03 a.m.
PD Predicate disambiguation batch_69e182885bc08190822ae7e8a4b8ac1f completed April 17, 2026, 12:44 a.m.
Created at: April 10, 2026, 5:01 a.m.