Triple

T18097452
Position Surface form Disambiguated ID Type / Status
Subject The Shoals, Alabama E433125 entity
Predicate alsoKnownAs P39 FINISHED
Object Quad-Cities
Quad-Cities is a regional nickname for the cluster of four closely linked municipalities in northwestern Alabama collectively known as The Shoals.
 E1305883 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: Quad-Cities | Statement: [The Shoals, Alabama, alsoKnownAs, Quad-Cities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Quad-Cities
Context triple: [The Shoals, Alabama, alsoKnownAs, Quad-Cities]
  • A. Davenport–Moline–Rock Island metropolitan area
    The Davenport–Moline–Rock Island metropolitan area, commonly known as the Quad Cities, is a bi-state urban region along the Mississippi River centered on Davenport and Bettendorf in Iowa and Rock Island, Moline, and East Moline in Illinois.
  • B. Quad Cities metropolitan area
    The Quad Cities metropolitan area is a bi-state urban region along the Mississippi River centered on Davenport and Bettendorf in Iowa and Rock Island and Moline in Illinois, known for its manufacturing base, riverfront economy, and shared cultural and transportation hub.
  • C. Quad Cities (Illinois portion)
    Quad Cities (Illinois portion) refers to the Illinois side of the bi-state Quad Cities metropolitan area along the Mississippi River, primarily including the cities of Rock Island, Moline, and East Moline.
  • D. Peoria metropolitan area
    The Peoria metropolitan area is a regional urban and economic center in central Illinois anchored by the city of Peoria and its surrounding communities.
  • E. Quad Cities (Iowa portion)
    Quad Cities (Iowa portion) refers to the group of cities in eastern Iowa—primarily Davenport and Bettendorf—that, together with neighboring Illinois cities, make up the bi-state Quad Cities metropolitan area along the Mississippi River.
  • 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: Quad-Cities
Triple: [The Shoals, Alabama, alsoKnownAs, Quad-Cities]
Generated description
Quad-Cities is a regional nickname for the cluster of four closely linked municipalities in northwestern Alabama collectively known as The Shoals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Quad-Cities
Target entity description: Quad-Cities is a regional nickname for the cluster of four closely linked municipalities in northwestern Alabama collectively known as The Shoals.
  • A. Davenport–Moline–Rock Island metropolitan area
    The Davenport–Moline–Rock Island metropolitan area, commonly known as the Quad Cities, is a bi-state urban region along the Mississippi River centered on Davenport and Bettendorf in Iowa and Rock Island, Moline, and East Moline in Illinois.
  • B. Quad Cities metropolitan area
    The Quad Cities metropolitan area is a bi-state urban region along the Mississippi River centered on Davenport and Bettendorf in Iowa and Rock Island and Moline in Illinois, known for its manufacturing base, riverfront economy, and shared cultural and transportation hub.
  • C. Quad Cities (Illinois portion)
    Quad Cities (Illinois portion) refers to the Illinois side of the bi-state Quad Cities metropolitan area along the Mississippi River, primarily including the cities of Rock Island, Moline, and East Moline.
  • D. Peoria metropolitan area
    The Peoria metropolitan area is a regional urban and economic center in central Illinois anchored by the city of Peoria and its surrounding communities.
  • E. Quad Cities (Iowa portion)
    Quad Cities (Iowa portion) refers to the group of cities in eastern Iowa—primarily Davenport and Bettendorf—that, together with neighboring Illinois cities, make up the bi-state Quad Cities metropolitan area along the Mississippi River.
  • 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_69d8b907d05c819083cc3bd6021089e6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dd1de6f48190a3fefd02a4b2ab58 completed April 19, 2026, 1:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a035da20f94819090c84d998426fc69 completed May 12, 2026, 5:04 p.m.
NEDg Description generation batch_6a036eced4d48190b09d210a5e301b60 completed May 12, 2026, 6:17 p.m.
NED2 Entity disambiguation (via description) batch_6a036f5fe6a4819087423eeb221179e4 completed May 12, 2026, 6:20 p.m.
Created at: April 10, 2026, 10:27 a.m.