Triple

T4353785
Position Surface form Disambiguated ID Type / Status
Subject Enterprise, Alabama E98094 entity
Predicate locatedInMetropolitanArea P294 FINISHED
Object Enterprise–Ozark micropolitan area
The Enterprise–Ozark micropolitan area is a small multi-county region in southeastern Alabama centered on the cities of Enterprise and Ozark, recognized by the U.S. Census Bureau for statistical and economic analysis.
 E434332 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: Enterprise–Ozark micropolitan area | Statement: [Enterprise, Alabama, locatedInMetropolitanArea, Enterprise–Ozark micropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Enterprise–Ozark micropolitan area
Context triple: [Enterprise, Alabama, locatedInMetropolitanArea, Enterprise–Ozark micropolitan area]
  • A. Joplin, Missouri metropolitan area
    The Joplin, Missouri metropolitan area is a regional urban and economic hub in southwestern Missouri and neighboring parts of Kansas, centered on the city of Joplin and its surrounding communities.
  • B. Greenwood micropolitan area
    The Greenwood micropolitan area is a small urban-centered region in Mississippi anchored by the city of Greenwood and its surrounding communities.
  • C. Wichita metropolitan area
    The Wichita metropolitan area is a population and economic center in south-central Kansas anchored by the city of Wichita and its surrounding communities.
  • D. Kansas City metropolitan area
    The Kansas City metropolitan area is a major bi-state urban region centered on Kansas City, spanning parts of Missouri and Kansas and known for its jazz heritage, barbecue, and diverse economy.
  • E. Ruston micropolitan area
    The Ruston micropolitan area is a small urban region in northern Louisiana centered on the city of Ruston, known for its role as an educational and economic hub within the Ark-La-Tex.
  • 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: Enterprise–Ozark micropolitan area
Triple: [Enterprise, Alabama, locatedInMetropolitanArea, Enterprise–Ozark micropolitan area]
Generated description
The Enterprise–Ozark micropolitan area is a small multi-county region in southeastern Alabama centered on the cities of Enterprise and Ozark, recognized by the U.S. Census Bureau for statistical and economic analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Enterprise–Ozark micropolitan area
Target entity description: The Enterprise–Ozark micropolitan area is a small multi-county region in southeastern Alabama centered on the cities of Enterprise and Ozark, recognized by the U.S. Census Bureau for statistical and economic analysis.
  • A. Joplin, Missouri metropolitan area
    The Joplin, Missouri metropolitan area is a regional urban and economic hub in southwestern Missouri and neighboring parts of Kansas, centered on the city of Joplin and its surrounding communities.
  • B. Greenwood micropolitan area
    The Greenwood micropolitan area is a small urban-centered region in Mississippi anchored by the city of Greenwood and its surrounding communities.
  • C. Wichita metropolitan area
    The Wichita metropolitan area is a population and economic center in south-central Kansas anchored by the city of Wichita and its surrounding communities.
  • D. Kansas City metropolitan area
    The Kansas City metropolitan area is a major bi-state urban region centered on Kansas City, spanning parts of Missouri and Kansas and known for its jazz heritage, barbecue, and diverse economy.
  • E. Ruston micropolitan area
    The Ruston micropolitan area is a small urban region in northern Louisiana centered on the city of Ruston, known for its role as an educational and economic hub within the Ark-La-Tex.
  • 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_69b3454965f881908c41190bb22f0e4b completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351c281688190aef717c4ecce8107 completed March 12, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbb32eb081908dbaa8cc14882fe0 completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5df8336e881908c875b8411c2fe4d completed March 14, 2026, 10:21 p.m.
NED2 Entity disambiguation (via description) batch_69b5e0ded0288190b615364e9ae10821 completed March 14, 2026, 10:27 p.m.
Created at: March 12, 2026, 11:15 p.m.