Triple
T21380532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boardman, Ohio |
E527340
|
entity |
| Predicate | township |
P852
|
FINISHED |
| Object |
Boardman Township, Mahoning County, Ohio
Boardman Township, Mahoning County, Ohio is a large suburban community near Youngstown known for its residential neighborhoods, commercial centers, and role as a major retail hub in the Mahoning Valley.
|
E1481080
|
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: Boardman Township, Mahoning County, Ohio | Statement: [Boardman, Ohio, township, Boardman Township, Mahoning County, Ohio]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boardman Township, Mahoning County, Ohio Context triple: [Boardman, Ohio, township, Boardman Township, Mahoning County, Ohio]
-
A.
Green Township, Hamilton County, Ohio
Green Township, Hamilton County, Ohio is a suburban township located west of Cincinnati, known for its residential communities, parks, and part of the Greater Cincinnati metropolitan area.
-
B.
Rootstown Township, Portage County, Ohio
Rootstown Township, Portage County, Ohio is a rural-residential community in northeastern Ohio known for hosting the main campus of Northeast Ohio Medical University and its proximity to the Akron metropolitan area.
-
C.
Coitsville Township, Mahoning County, Ohio
Coitsville Township is a small rural township in Mahoning County, Ohio, located in the northeastern part of the state near the Pennsylvania border and the Youngstown metropolitan area.
-
D.
Bern Township, Athens County, Ohio
Bern Township, Athens County, Ohio is a rural civil township located in southeastern Ohio within Athens County.
-
E.
Washington Township, Logan County, Ohio
Washington Township in Logan County, Ohio is a local government jurisdiction situated within the popular recreational and residential Indian Lake region.
- 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: Boardman Township, Mahoning County, Ohio Triple: [Boardman, Ohio, township, Boardman Township, Mahoning County, Ohio]
Generated description
Boardman Township, Mahoning County, Ohio is a large suburban community near Youngstown known for its residential neighborhoods, commercial centers, and role as a major retail hub in the Mahoning Valley.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boardman Township, Mahoning County, Ohio Target entity description: Boardman Township, Mahoning County, Ohio is a large suburban community near Youngstown known for its residential neighborhoods, commercial centers, and role as a major retail hub in the Mahoning Valley.
-
A.
Green Township, Hamilton County, Ohio
Green Township, Hamilton County, Ohio is a suburban township located west of Cincinnati, known for its residential communities, parks, and part of the Greater Cincinnati metropolitan area.
-
B.
Rootstown Township, Portage County, Ohio
Rootstown Township, Portage County, Ohio is a rural-residential community in northeastern Ohio known for hosting the main campus of Northeast Ohio Medical University and its proximity to the Akron metropolitan area.
-
C.
Coitsville Township, Mahoning County, Ohio
Coitsville Township is a small rural township in Mahoning County, Ohio, located in the northeastern part of the state near the Pennsylvania border and the Youngstown metropolitan area.
-
D.
Bern Township, Athens County, Ohio
Bern Township, Athens County, Ohio is a rural civil township located in southeastern Ohio within Athens County.
-
E.
Washington Township, Logan County, Ohio
Washington Township in Logan County, Ohio is a local government jurisdiction situated within the popular recreational and residential Indian Lake region.
- 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_69e0b51f363c8190944000ab5523b02b |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8b0cdab8c8190a7eebe6e5961ee75 |
completed | April 22, 2026, 11:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09b42473b08190b0cf48ed71c09de4 |
completed | May 17, 2026, 12:27 p.m. |
| NEDg | Description generation | batch_6a09b494bc348190b72a5e862b74711a |
completed | May 17, 2026, 12:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09b60be86c8190ba4e0890da8dadb1 |
completed | May 17, 2026, 12:35 p.m. |
Created at: April 16, 2026, 5:11 p.m.