Triple

T12052688
Position Surface form Disambiguated ID Type / Status
Subject Lamar County, Mississippi E286956 entity
Predicate partOf P40 FINISHED
Object Hattiesburg metropolitan 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: Hattiesburg metropolitan area | Statement: [Lamar County, Mississippi, partOf, Hattiesburg metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hattiesburg metropolitan area
Context triple: [Lamar County, Mississippi, partOf, Hattiesburg metropolitan 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. 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.
  • D. Shreveport–Bossier City metropolitan area
    The Shreveport–Bossier City metropolitan area is a regional urban hub in northwestern Louisiana centered on the twin cities of Shreveport and Bossier City, known for its casinos, healthcare and service industries, and role as an economic and cultural center for the Ark-La-Tex region.
  • 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_69f67c5e9fbc819097cf9550378eabee completed May 2, 2026, 10:36 p.m.
Created at: April 8, 2026, 9:47 p.m.