Triple
T20948947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University Heights, Ohio |
E515925
|
entity |
| Predicate | belongsToCombinedStatisticalArea |
P92599
|
FINISHED |
| Object | Cleveland–Akron–Canton CSA |
—
|
NE NERFINISHED |
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: Cleveland–Akron–Canton CSA | Statement: [University Heights, Ohio, belongsToCombinedStatisticalArea, Cleveland–Akron–Canton CSA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cleveland–Akron–Canton CSA Context triple: [University Heights, Ohio, belongsToCombinedStatisticalArea, Cleveland–Akron–Canton CSA]
-
A.
Cleveland–Akron–Canton region
chosen
The Cleveland–Akron–Canton region is a major combined metropolitan area in Northeast Ohio centered around the cities of Cleveland, Akron, and Canton, known for its diverse economy, transportation networks, and cultural institutions.
-
B.
Cleveland metropolitan area
The Cleveland metropolitan area is a major urban region in northeastern Ohio centered on the city of Cleveland, encompassing surrounding suburbs and counties as a hub for industry, healthcare, education, and culture along Lake Erie.
-
C.
Canton–Massillon metropolitan area
The Canton–Massillon metropolitan area is an urban region in northeastern Ohio best known as the home of the Pro Football Hall of Fame and a historic center of American professional football.
-
D.
Dayton–Cincinnati metropolitan region
The Dayton–Cincinnati metropolitan region is a combined urban and economic area in southwestern Ohio that links the cities of Dayton and Cincinnati and their surrounding suburbs into a single, interconnected corridor.
-
E.
Dayton–Springfield metropolitan area
The Dayton–Springfield metropolitan area is a combined urban and economic region in western Ohio centered on the cities of Dayton and Springfield and their 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: belongsToCombinedStatisticalArea Context triple: [University Heights, Ohio, belongsToCombinedStatisticalArea, Cleveland–Akron–Canton CSA]
-
A.
combinedStatisticalArea
Indicates that two or more adjacent metropolitan or micropolitan areas are grouped together into a larger combined statistical region based on significant economic and social integration.
-
B.
statisticalAreaOf
Indicates that one entity is the designated statistical area or region associated with, containing, or characterizing another entity for statistical or demographic purposes.
-
C.
statisticalAreaClassification
Indicates how an area is categorized based on statistical criteria, such as population, density, or other quantitative measures, for analysis or reporting purposes.
-
D.
isPartOfCombinedArea
chosen
Indicates that an entity belongs to or is included within a larger merged or aggregated area.
-
E.
metropolitanStatisticalArea
Indicates that one place is part of, or classified within, a specific metropolitan statistical area as defined for demographic or economic analysis.
- F. None of above.
Provenance (3 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_69e0b4fcd678819087a304291f14330a |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6fadc08148190b4ff710f94462a26 |
completed | April 21, 2026, 4:19 a.m. |
| PD | Predicate disambiguation | batch_69e5c9b1bae48190a845165fed1b005e |
completed | April 20, 2026, 6:37 a.m. |
Created at: April 16, 2026, 1:10 p.m.