Triple
T6714048
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mahoning Valley |
E153217
|
entity |
| Predicate | hasMediaMarket |
P2198
|
FINISHED |
| Object | Youngstown–Warren media market |
E139533
|
NE FINISHED |
How this triple was built (2 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: Youngstown–Warren media market | Statement: [Mahoning Valley, hasMediaMarket, Youngstown–Warren media market]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Youngstown–Warren media market Context triple: [Mahoning Valley, hasMediaMarket, Youngstown–Warren media market]
-
A.
Youngstown–Warren–Boardman metropolitan area
chosen
The Youngstown–Warren–Boardman metropolitan area is a multi-county urban and industrial region in northeastern Ohio and western Pennsylvania centered on the city of Youngstown.
-
B.
Youngstown
Youngstown is an industrial city in northeastern Ohio historically known for its steel production and central role in the Rust Belt’s economic rise and decline.
-
C.
Warren, Ohio
Warren, Ohio is a small industrial city in northeastern Ohio that serves as the county seat of Trumbull County and a historic center of the Mahoning Valley.
-
D.
Sandusky micropolitan area
The Sandusky micropolitan area is a small urban region in northern Ohio centered on the city of Sandusky and its surrounding communities along the Lake Erie shoreline.
-
E.
Weirton–Steubenville metropolitan area
The Weirton–Steubenville metropolitan area is a small cross-state urban region centered on the cities of Weirton, West Virginia, and Steubenville, Ohio, along the Ohio River.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69c68809b4608190a2509ddb5ab87f05 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d122d6cc81909bde0c94fb95f016 |
completed | March 27, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c70096e05c8190abfa90996db37eeb |
completed | March 27, 2026, 10:11 p.m. |
Created at: March 27, 2026, 2:07 p.m.