Triple

T2028466
Position Surface form Disambiguated ID Type / Status
Subject Ark-La-Tex E44462 entity
Predicate hasMediaMarketCenter P8168 FINISHED
Object Shreveport, Louisiana E54597 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: Shreveport, Louisiana | Statement: [Ark-La-Tex, hasMediaMarketCenter, Shreveport, Louisiana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shreveport, Louisiana
Context triple: [Ark-La-Tex, hasMediaMarketCenter, Shreveport, Louisiana]
  • A. Shreveport
    Shreveport is a major city in northwestern Louisiana known for its role as a regional commercial, cultural, and transportation hub.
  • B. Baton Rouge, Louisiana
    Baton Rouge, Louisiana is the capital city of Louisiana, known for its role as a political, industrial, and cultural center along the Mississippi River.
  • 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, Louisiana, United States chosen
    Shreveport is a major city in northwestern Louisiana known for its role as a regional economic and cultural center along the Red River.
  • E. LaPlace, Louisiana
    LaPlace, Louisiana is a census-designated place in St. John the Baptist Parish, known as a suburban community along the Mississippi River within the New Orleans metropolitan area.
  • 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: hasMediaMarketCenter
Context triple: [Ark-La-Tex, hasMediaMarketCenter, Shreveport, Louisiana]
  • A. hasMediaOutlet
    Indicates that one entity possesses, controls, or is associated with a media outlet (such as a newspaper, TV channel, or online news platform).
  • B. hasMarket
    Indicates that an entity possesses, operates in, or is associated with a particular market or marketplace.
  • C. hasMediaHub chosen
    Indicates that one entity possesses, contains, or is associated with a central platform or facility for managing, distributing, or accessing media content.
  • D. marketedBy
    Indicates that one entity is promoted, advertised, or commercially presented to customers by another entity.
  • E. hasMarketParticipants
    Indicates that a market or trading venue involves or is associated with specific participating entities (such as buyers, sellers, or intermediaries).
  • 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_69a889144f2481909932f0746a93023d completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9136f888190b0fd03530e9eda1e completed March 7, 2026, 5:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69b1f84713348190857e24a57a717cf9 completed March 11, 2026, 11:18 p.m.
PD Predicate disambiguation batch_69abb7a656248190ac2ced196b35bc6b completed March 7, 2026, 5:29 a.m.
Created at: March 4, 2026, 7:38 p.m.