Triple
T15557357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Quad Cities (Iowa portion) |
E370903
|
entity |
| Predicate | formsLaborMarketWith |
P43644
|
FINISHED |
| Object | Quad Cities (Illinois portion) |
E75109
|
NE FINISHED |
How this triple was built (3 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 (Illinois portion) | Statement: [Quad Cities (Iowa portion), formsLaborMarketWith, Quad Cities (Illinois portion)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quad Cities (Illinois portion) Context triple: [Quad Cities (Iowa portion), formsLaborMarketWith, Quad Cities (Illinois portion)]
-
A.
Quad Cities (Illinois portion)
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formsLaborMarketWith Context triple: [Quad Cities (Iowa portion), formsLaborMarketWith, Quad Cities (Illinois portion)]
-
A.
laborMarket
Indicates the relationship between workers seeking jobs and employers offering positions, including how wages, employment levels, and working conditions are determined through their interaction.
-
B.
sharesLaborMarketWith
chosen
Indicates that two entities operate within the same or substantially overlapping labor market, drawing from and competing for a similar pool of workers.
-
C.
laborMarketRole
Indicates the role, function, or position an entity holds within the labor market, such as its job type, employment status, or economic participation category.
-
D.
laborProvision
Indicates the provision or supply of labor or workforce from one party to another for work or services.
-
E.
peakEmployment
Indicates that an entity has reached its highest level of employment or workforce size during a specified period.
- F. None of above.
Provenance (4 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_69d85cc6cf40819091f4a5facee1ebe6 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04a97dbfc8190a98cbbac5e71ba88 |
completed | April 16, 2026, 2:34 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff67830b4c8190a8c3f2168d8c2ec7 |
completed | May 9, 2026, 4:57 p.m. |
| PD | Predicate disambiguation | batch_69deda7e6e748190b29ccce23298afef |
completed | April 15, 2026, 12:23 a.m. |
Created at: April 10, 2026, 4:09 a.m.