Triple
T19318527
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taft family |
E483159
|
entity |
| Predicate | cityBase |
P3207
|
FINISHED |
| Object | Cincinnati, Ohio |
—
|
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: Cincinnati, Ohio | Statement: [Taft family, cityBase, Cincinnati, Ohio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cincinnati, Ohio Context triple: [Taft family, cityBase, Cincinnati, Ohio]
-
A.
Cincinnati
chosen
Cincinnati is a major city in southwestern Ohio, known for its historic architecture, riverfront location on the Ohio River, and role as a regional economic and cultural center.
-
B.
Columbus, Ohio
Columbus, Ohio is the capital and largest city of Ohio, known for its diverse economy, major universities, and role as a cultural and political center in the region.
-
C.
Hamilton, Ohio
Hamilton, Ohio is a historic industrial city in southwestern Ohio that serves as the county seat of Butler County and is part of the greater Cincinnati–Miami Valley region.
-
D.
Cincinnati, Ohio, United States
Cincinnati, Ohio, United States, is a major Midwestern city on the Ohio River known historically as a key 19th-century cultural and economic center and a crossroads between the American North and South.
-
E.
Dayton, Ohio
Dayton, Ohio is a mid-sized city in southwestern Ohio known as a historic center of aviation innovation and manufacturing.
- 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: cityBase Context triple: [Taft family, cityBase, Cincinnati, Ohio]
-
A.
cityFunction
Indicates the primary role, purpose, or functional classification associated with a city (e.g., administrative, commercial, industrial, cultural).
-
B.
cityService
Indicates that a service is provided by, operates within, or is administered by a particular city.
-
C.
cityhoodBy
Indicates that an entity attained the status of a city through the action, decision, or authority of the referenced agent or process.
-
D.
city2
chosen
Indicates a relationship where one entity is identified as a city associated with, located in, or otherwise linked to another entity.
-
E.
cityPanorama
Indicates a wide, comprehensive visual view or representation of a cityscape, typically encompassing many of its features in a single scene.
- 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_69d8e8d13e3c81909d91d1d5ec37c095 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e60d868dd48190b1439a5f4ff58c48 |
completed | April 20, 2026, 11:27 a.m. |
| PD | Predicate disambiguation | batch_69e4dd0ef66881909d489d634eee817a |
completed | April 19, 2026, 1:47 p.m. |
Created at: April 10, 2026, 1:32 p.m.