Triple

T13483570
Position Surface form Disambiguated ID Type / Status
Subject Shreveport–Bossier City metropolitan area E318435 entity
Predicate alsoKnownAs P39 FINISHED
Object Shreveport–Bossier City MSA E318435 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: Shreveport–Bossier City MSA | Statement: [Shreveport–Bossier City metropolitan area, alsoKnownAs, Shreveport–Bossier City MSA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shreveport–Bossier City MSA
Context triple: [Shreveport–Bossier City metropolitan area, alsoKnownAs, Shreveport–Bossier City MSA]
  • A. Shreveport–Bossier City metropolitan area chosen
    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.
  • B. Baton Rouge metropolitan area
    The Baton Rouge metropolitan area is a multi-parish urban region in southeastern Louisiana centered on the city of Baton Rouge, serving as a major hub for government, industry, education, and culture.
  • C. Bossier City
    Bossier City is a mid-sized city in northwestern Louisiana, located across the Red River from Shreveport and known as part of a regional economic and casino-gaming hub.
  • D. Shreveport
    Shreveport is a major city in northwestern Louisiana known for its role as a regional commercial, cultural, and transportation hub.
  • E. Natchitoches Micropolitan Statistical Area
    The Natchitoches Micropolitan Statistical Area is a U.S. Census Bureau–defined region in central Louisiana centered on the city of Natchitoches and its surrounding communities.
  • 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_69d806b6bfec819089222715b2e86c8e completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf3868ec8190a6a1803018d4f2d8 completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd08698e0819084f3098d471e7dc9 completed May 7, 2026, 5:48 p.m.
Created at: April 9, 2026, 9:42 p.m.