Triple

T3180795
Position Surface form Disambiguated ID Type / Status
Subject Anniston, Alabama E66579 entity
Predicate locatedInMetropolitanArea P294 FINISHED
Object Anniston–Oxford–Jacksonville, Alabama metropolitan area
The Anniston–Oxford–Jacksonville, Alabama metropolitan area is a U.S. Census-defined region in northeastern Alabama centered on the cities of Anniston, Oxford, and Jacksonville, serving as a local hub for commerce, education, and services.
 E333191 NE FINISHED

How this triple was built (4 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: Anniston–Oxford–Jacksonville, Alabama metropolitan area | Statement: [Anniston, Alabama, locatedInMetropolitanArea, Anniston–Oxford–Jacksonville, Alabama metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Anniston–Oxford–Jacksonville, Alabama metropolitan area
Context triple: [Anniston, Alabama, locatedInMetropolitanArea, Anniston–Oxford–Jacksonville, Alabama metropolitan area]
  • A. Auburn-Opelika metropolitan area
    The Auburn-Opelika metropolitan area is a regional urban hub in eastern Alabama centered on the cities of Auburn and Opelika, known for Auburn University and its growing economy and population.
  • B. Anniston–Gadsden Combined Statistical Area
    The Anniston–Gadsden Combined Statistical Area is a U.S. Census Bureau-defined region in northeastern Alabama that groups together the Anniston and Gadsden metropolitan areas for statistical and economic analysis.
  • C. Columbus, GA–AL metropolitan area
    The Columbus, GA–AL metropolitan area is a bi-state urban region centered on Columbus, Georgia, and its surrounding communities in western Georgia and eastern Alabama.
  • D. 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.
  • E. Huntsville metropolitan area
    The Huntsville metropolitan area is a North Alabama urban region centered on the city of Huntsville, known for its major role in U.S. space, defense, and technology industries.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Anniston–Oxford–Jacksonville, Alabama metropolitan area
Triple: [Anniston, Alabama, locatedInMetropolitanArea, Anniston–Oxford–Jacksonville, Alabama metropolitan area]
Generated description
The Anniston–Oxford–Jacksonville, Alabama metropolitan area is a U.S. Census-defined region in northeastern Alabama centered on the cities of Anniston, Oxford, and Jacksonville, serving as a local hub for commerce, education, and services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Anniston–Oxford–Jacksonville, Alabama metropolitan area
Target entity description: The Anniston–Oxford–Jacksonville, Alabama metropolitan area is a U.S. Census-defined region in northeastern Alabama centered on the cities of Anniston, Oxford, and Jacksonville, serving as a local hub for commerce, education, and services.
  • A. Auburn-Opelika metropolitan area
    The Auburn-Opelika metropolitan area is a regional urban hub in eastern Alabama centered on the cities of Auburn and Opelika, known for Auburn University and its growing economy and population.
  • B. Anniston–Gadsden Combined Statistical Area
    The Anniston–Gadsden Combined Statistical Area is a U.S. Census Bureau-defined region in northeastern Alabama that groups together the Anniston and Gadsden metropolitan areas for statistical and economic analysis.
  • C. Columbus, GA–AL metropolitan area
    The Columbus, GA–AL metropolitan area is a bi-state urban region centered on Columbus, Georgia, and its surrounding communities in western Georgia and eastern Alabama.
  • D. 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.
  • E. Huntsville metropolitan area
    The Huntsville metropolitan area is a North Alabama urban region centered on the city of Huntsville, known for its major role in U.S. space, defense, and technology industries.
  • F. None of above. chosen

Provenance (5 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_69ad8586a34c8190944c63ec11a8de1a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada6a1280c8190b59a2afd30312c02 completed March 8, 2026, 4:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235fd1688819080fa1d73d2b233ba completed March 12, 2026, 3:41 a.m.
NEDg Description generation batch_69b236e61ae88190a76b942c6cddff41 completed March 12, 2026, 3:45 a.m.
NED2 Entity disambiguation (via description) batch_69b23770ed4c8190b5d929cc95a286a0 completed March 12, 2026, 3:48 a.m.
Created at: March 8, 2026, 3:06 p.m.