Triple

T5517675
Position Surface form Disambiguated ID Type / Status
Subject Tuscumbia E144724 entity
Predicate partOf P40 FINISHED
Object Shoals metropolitan area
The Shoals metropolitan area is a small urban region in northwestern Alabama centered around the cities of Florence, Muscle Shoals, Sheffield, and Tuscumbia, known for its musical heritage and Tennessee River location.
 E529666 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: Shoals metropolitan area | Statement: [Tuscumbia, partOf, Shoals metropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shoals metropolitan area
Context triple: [Tuscumbia, partOf, Shoals metropolitan area]
  • A. Charlotte metropolitan area
    The Charlotte metropolitan area is a major urban and economic hub in the southeastern United States centered on the city of Charlotte, known for its banking industry, rapid growth, and regional cultural influence.
  • B. Bessemer metropolitan area
    The Bessemer metropolitan area is an urban region centered around the city of Bessemer, Alabama, encompassing its surrounding communities and serving as a local hub for education, commerce, and residential life.
  • 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. Nashville metropolitan area
    The Nashville metropolitan area is a multi-county urban region in Middle Tennessee centered on the city of Nashville, known for its music industry, healthcare sector, and rapid population growth.
  • E. Tri-Cities metropolitan area
    The Tri-Cities metropolitan area is a region in southeastern Washington State centered around the cities of Kennewick, Pasco, and Richland, known for its role in the Hanford nuclear site, agriculture, and growing wine industry.
  • 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: Shoals metropolitan area
Triple: [Tuscumbia, partOf, Shoals metropolitan area]
Generated description
The Shoals metropolitan area is a small urban region in northwestern Alabama centered around the cities of Florence, Muscle Shoals, Sheffield, and Tuscumbia, known for its musical heritage and Tennessee River location.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shoals metropolitan area
Target entity description: The Shoals metropolitan area is a small urban region in northwestern Alabama centered around the cities of Florence, Muscle Shoals, Sheffield, and Tuscumbia, known for its musical heritage and Tennessee River location.
  • A. Charlotte metropolitan area
    The Charlotte metropolitan area is a major urban and economic hub in the southeastern United States centered on the city of Charlotte, known for its banking industry, rapid growth, and regional cultural influence.
  • B. Bessemer metropolitan area
    The Bessemer metropolitan area is an urban region centered around the city of Bessemer, Alabama, encompassing its surrounding communities and serving as a local hub for education, commerce, and residential life.
  • 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. Nashville metropolitan area
    The Nashville metropolitan area is a multi-county urban region in Middle Tennessee centered on the city of Nashville, known for its music industry, healthcare sector, and rapid population growth.
  • E. Tri-Cities metropolitan area
    The Tri-Cities metropolitan area is a region in southeastern Washington State centered around the cities of Kennewick, Pasco, and Richland, known for its role in the Hanford nuclear site, agriculture, and growing wine industry.
  • 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_69c008f77ff88190b0cd50ca207295d1 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f6cefe48190bfda90d6afab8468 completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027e1ed4c81908f670286556ced81 completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c03847b3348190be97b7c5795df368 completed March 22, 2026, 6:43 p.m.
NED2 Entity disambiguation (via description) batch_69c038e148a0819080a306307e60d437 completed March 22, 2026, 6:45 p.m.
Created at: March 22, 2026, 3:33 p.m.