Triple
T12144658
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashland County, Ohio |
E289284
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
Ashland, OH Metropolitan Statistical Area
The Ashland, OH Metropolitan Statistical Area is a U.S. Census-designated region in north-central Ohio centered on the city of Ashland and its surrounding communities.
|
E314091
|
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: Ashland, OH Metropolitan Statistical Area | Statement: [Ashland County, Ohio, isPartOf, Ashland, OH Metropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashland, OH Metropolitan Statistical Area Context triple: [Ashland County, Ohio, isPartOf, Ashland, OH Metropolitan Statistical Area]
-
A.
Ashland, Ohio
Ashland, Ohio is a small city in north-central Ohio known historically as a regional manufacturing and agricultural center and home to Ashland University.
-
B.
Springfield, Ohio Metropolitan Statistical Area
The Springfield, Ohio Metropolitan Statistical Area is a U.S. Census-defined region centered on the city of Springfield in western Ohio, encompassing surrounding communities that share strong economic and social ties.
-
C.
Youngstown–Warren–Boardman metropolitan area
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.
-
D.
Huntington-Ashland metropolitan area
The Huntington–Ashland metropolitan area is a multi-state urban region centered on the cities of Huntington, West Virginia, and Ashland, Kentucky, serving as a regional hub for commerce, healthcare, and education in the central Appalachian area.
-
E.
Salem, Ohio
Salem, Ohio is a small city in northeastern Ohio known historically for its role in the abolitionist movement and its manufacturing-based economy.
- 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: Ashland, OH Metropolitan Statistical Area Triple: [Ashland County, Ohio, isPartOf, Ashland, OH Metropolitan Statistical Area]
Generated description
The Ashland, OH Metropolitan Statistical Area is a U.S. Census-designated region in north-central Ohio centered on the city of Ashland and its surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashland, OH Metropolitan Statistical Area Target entity description: The Ashland, OH Metropolitan Statistical Area is a U.S. Census-designated region in north-central Ohio centered on the city of Ashland and its surrounding communities.
-
A.
Ashland, Ohio
chosen
Ashland, Ohio is a small city in north-central Ohio known historically as a regional manufacturing and agricultural center and home to Ashland University.
-
B.
Springfield, Ohio Metropolitan Statistical Area
The Springfield, Ohio Metropolitan Statistical Area is a U.S. Census-defined region centered on the city of Springfield in western Ohio, encompassing surrounding communities that share strong economic and social ties.
-
C.
Youngstown–Warren–Boardman metropolitan area
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.
-
D.
Huntington-Ashland metropolitan area
The Huntington–Ashland metropolitan area is a multi-state urban region centered on the cities of Huntington, West Virginia, and Ashland, Kentucky, serving as a regional hub for commerce, healthcare, and education in the central Appalachian area.
-
E.
Salem, Ohio
Salem, Ohio is a small city in northeastern Ohio known historically for its role in the abolitionist movement and its manufacturing-based economy.
- F. None of above.
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_69d6ab4c6710819097a9d228382dde43 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d915aacaa08190b31f54e230334406 |
completed | April 10, 2026, 3:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f69501348190a9ac090c7db37c20 |
completed | May 2, 2026, 1:05 p.m. |
| NEDg | Description generation | batch_69f5ff826ea08190a6780351e4b927ac |
completed | May 2, 2026, 1:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6018b4088819092b8b97089068fae |
completed | May 2, 2026, 1:52 p.m. |
Created at: April 8, 2026, 9:49 p.m.