Triple

T8134785
Position Surface form Disambiguated ID Type / Status
Subject Odenville, Alabama E189941 entity
Predicate hasMetropolitanArea P40 FINISHED
Object Birmingham–Hoover, AL Metropolitan Statistical Area E2492 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: Birmingham–Hoover, AL Metropolitan Statistical Area | Statement: [Odenville, Alabama, hasMetropolitanArea, Birmingham–Hoover, AL Metropolitan Statistical Area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Birmingham–Hoover, AL Metropolitan Statistical Area
Context triple: [Odenville, Alabama, hasMetropolitanArea, Birmingham–Hoover, AL Metropolitan Statistical Area]
  • A. Birmingham–Hoover metropolitan area chosen
    The Birmingham–Hoover metropolitan area is a major urban and economic region in central Alabama centered on the cities of Birmingham and Hoover and their surrounding communities.
  • B. Tuscaloosa metropolitan area
    The Tuscaloosa metropolitan area is a regional urban and economic hub in west-central Alabama centered on the city of Tuscaloosa and its surrounding communities.
  • C. Montgomery metropolitan area
    The Montgomery metropolitan area is a regional urban hub in central Alabama centered on the city of Montgomery and its surrounding communities.
  • D. Florence-Muscle Shoals metropolitan area
    The Florence-Muscle Shoals metropolitan area is a small urban region in northwestern Alabama centered around the cities of Florence and Muscle Shoals, known historically as a hub for influential American music recording.
  • E. Gadsden Metropolitan Statistical Area
    The Gadsden Metropolitan Statistical Area is a U.S. Census-defined region in northeastern Alabama centered on the city of Gadsden and its surrounding communities for demographic and economic analysis.
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43bbae608190bdc1afe6f0ab83ae completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc9488f0bc8190a4fdf6d021f54e13 completed April 1, 2026, 3:44 a.m.
Created at: March 30, 2026, 5:35 p.m.