Triple

T9904003
Position Surface form Disambiguated ID Type / Status
Subject Lodging Hospitality Management E182357 entity
Predicate geographicFocus P82 FINISHED
Object Midwestern United States urban centers E405 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: Midwestern United States urban centers | Statement: [Lodging Hospitality Management, geographicFocus, Midwestern United States urban centers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Midwestern United States urban centers
Context triple: [Lodging Hospitality Management, geographicFocus, Midwestern United States urban centers]
  • A. Midwestern United States chosen
    The Midwestern United States is a region of the country known for its agricultural heartland, major industrial cities, and central role in American culture and history.
  • B. Midwestern and Southern United States
    The Midwestern and Southern United States is a broad U.S. region that blends the agricultural heartland and industrial centers of the Midwest with the culturally distinct, historically agrarian states of the American South.
  • C. West North Central United States
    The West North Central United States is a U.S. Census Bureau region in the Midwest that includes states such as Missouri, Iowa, Kansas, Nebraska, and the Dakotas.
  • D. United States Midwest–Northeast transition region
    The United States Midwest–Northeast transition region is a geographic and cultural corridor where characteristics of the industrial Northeast and the agricultural Midwest overlap and blend.
  • E. Middle West
    Middle West is an independent record label known for releasing music by projects such as Justin Vernon’s blues-rock band The Shouting Matches.
  • 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_69ca82876f8081909cf75df0f99bb13f completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cdb4e4f92c81908e38509416f19c78 completed April 2, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eb2c1d5c8190b6f1c43254487893 completed April 5, 2026, 4:55 a.m.
Created at: March 30, 2026, 8:40 p.m.