Triple
T6714024
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mahoning Valley |
E153217
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
Hubbard, Ohio
Hubbard, Ohio is a small city in northeastern Ohio that is part of the Youngstown metropolitan area and the broader Mahoning Valley industrial region.
|
E691208
|
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: Hubbard, Ohio | Statement: [Mahoning Valley, hasCity, Hubbard, Ohio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hubbard, Ohio Context triple: [Mahoning Valley, hasCity, Hubbard, Ohio]
-
A.
Hudson, Ohio
Hudson, Ohio is a small city in northeastern Ohio known for its historic New England–style downtown and as a center of education and culture in the region.
-
B.
Rutherford, Ohio
Rutherford, Ohio is the fictional Midwestern college town that serves as the primary setting for the sitcom "3rd Rock from the Sun."
-
C.
Huron, Ohio
Huron, Ohio is a small city on the southern shore of Lake Erie known for its waterfront, marinas, and proximity to regional attractions like Cedar Point.
-
D.
Townsend, Ohio
Townsend, Ohio is an unincorporated rural community located in Huron County in northern Ohio.
-
E.
Thurston, Ohio
Thurston, Ohio is a small village located in Fairfield County in the central part of the state.
- 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: Hubbard, Ohio Triple: [Mahoning Valley, hasCity, Hubbard, Ohio]
Generated description
Hubbard, Ohio is a small city in northeastern Ohio that is part of the Youngstown metropolitan area and the broader Mahoning Valley industrial region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hubbard, Ohio Target entity description: Hubbard, Ohio is a small city in northeastern Ohio that is part of the Youngstown metropolitan area and the broader Mahoning Valley industrial region.
-
A.
Hudson, Ohio
Hudson, Ohio is a small city in northeastern Ohio known for its historic New England–style downtown and as a center of education and culture in the region.
-
B.
Rutherford, Ohio
Rutherford, Ohio is the fictional Midwestern college town that serves as the primary setting for the sitcom "3rd Rock from the Sun."
-
C.
Huron, Ohio
Huron, Ohio is a small city on the southern shore of Lake Erie known for its waterfront, marinas, and proximity to regional attractions like Cedar Point.
-
D.
Townsend, Ohio
Townsend, Ohio is an unincorporated rural community located in Huron County in northern Ohio.
-
E.
Thurston, Ohio
Thurston, Ohio is a small village located in Fairfield County in the central part of the state.
- F. None of above. chosen
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_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_69c972177054819083dc93ad7f109b49 |
completed | March 29, 2026, 6:40 p.m. |
| NEDg | Description generation | batch_69c9729c3dbc81909dd32d04d9a0a201 |
completed | March 29, 2026, 6:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c972edac808190a469b7f894f43f4d |
completed | March 29, 2026, 6:43 p.m. |
Created at: March 27, 2026, 2:07 p.m.