Triple

T10202544

Position	Surface form	Disambiguated ID	Type / Status
Subject	Blue Grass, Iowa	`E238916`	entity
Predicate	partOf	`P40`	FINISHED
Object	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.	`E847568`	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 metropolitan area | Statement: [Blue Grass, Iowa, partOf, Quad Cities metropolitan area]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Quad Cities metropolitan area
Context triple: [Blue Grass, Iowa, partOf, Quad Cities metropolitan area]

A. 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.
B. 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.
C. Dubuque metropolitan area region
The Dubuque metropolitan area region is a multi-county urban and rural region centered on the city of Dubuque in eastern Iowa, encompassing surrounding communities for economic, social, and planning purposes.
D. Omaha–Council Bluffs metropolitan area
The Omaha–Council Bluffs metropolitan area is a bi-state urban region centered on Omaha, Nebraska, and Council Bluffs, Iowa, serving as a major economic and cultural hub in the Midwestern United States.
E. 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.
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 metropolitan area
Triple: [Blue Grass, Iowa, partOf, Quad Cities metropolitan area]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Quad Cities metropolitan area
Target entity description: 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.

A. 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.
B. 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.
C. Dubuque metropolitan area region
The Dubuque metropolitan area region is a multi-county urban and rural region centered on the city of Dubuque in eastern Iowa, encompassing surrounding communities for economic, social, and planning purposes.
D. Omaha–Council Bluffs metropolitan area
The Omaha–Council Bluffs metropolitan area is a bi-state urban region centered on Omaha, Nebraska, and Council Bluffs, Iowa, serving as a major economic and cultural hub in the Midwestern United States.
E. 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.
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_69ca84e1ea088190b38162e43d4cfa8f`	completed	March 30, 2026, 2:12 p.m.
NER	Named-entity recognition	`batch_69cdee4239c08190b40f5cc19c3db3c7`	completed	April 2, 2026, 4:19 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d317fcdf18819092d0f3f216edffdc`	completed	April 6, 2026, 2:18 a.m.
NEDg	Description generation	`batch_69d3191e8e088190a8d6a337443da536`	completed	April 6, 2026, 2:23 a.m.
NED2	Entity disambiguation (via description)	`batch_69d31d4218d08190947ed2bbc7021dd9`	completed	April 6, 2026, 2:41 a.m.

Created at: March 30, 2026, 9:14 p.m.