Triple

T18352481
Position Surface form Disambiguated ID Type / Status
Subject Mooringsport, Louisiana E439702 entity
Predicate partOf P40 FINISHED
Object Shreveport–Bossier City metropolitan area 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 metropolitan area | Statement: [Mooringsport, Louisiana, partOf, Shreveport–Bossier City metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shreveport–Bossier City metropolitan area
Context triple: [Mooringsport, Louisiana, partOf, Shreveport–Bossier City metropolitan area]
  • 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. Houma–Thibodaux metropolitan area
    The Houma–Thibodaux metropolitan area is a region in southeastern Louisiana centered on the cities of Houma and Thibodaux, known for its oil and gas industry, coastal wetlands, and Cajun culture.
  • D. New Orleans metropolitan area
    The New Orleans metropolitan area is a major urban region in southeastern Louisiana centered on the historic city of New Orleans, known for its cultural diversity, port economy, and distinctive music and cuisine.
  • E. 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.
  • 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_69d8b918221c8190a9f7b563d64ac677 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e514f8f07c8190a1506d4a327369d0 completed April 19, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03d77030188190ab2cdc913418a22b completed May 13, 2026, 1:44 a.m.
Created at: April 10, 2026, 10:37 a.m.