Triple
T4895323
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lorain County |
E109660
|
entity |
| Predicate | hasTownship |
P22464
|
FINISHED |
| Object |
Sheffield Township
Sheffield Township is a civil township located in Lorain County in northern Ohio, United States.
|
E499222
|
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: Sheffield Township | Statement: [Lorain County, hasTownship, Sheffield Township]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheffield Township Context triple: [Lorain County, hasTownship, Sheffield Township]
-
A.
St. Clair Township
St. Clair Township is a municipality in southwestern Ontario, Canada, located along the St. Clair River south of the city of Sarnia.
-
B.
Bristol Township
Bristol Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to the Philadelphia metropolitan area.
-
C.
Clinton Township
Clinton Township is a large suburban community in Macomb County, Michigan, known for its residential neighborhoods and commercial centers within the greater Detroit metropolitan region.
-
D.
Avon Township
Avon Township is a civil township located within Lorain County in the state of Ohio, United States.
-
E.
Redford Township
Redford Township is a suburban community in southeastern Michigan that borders the city of Detroit and functions largely as a residential area within the Detroit metropolitan 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: Sheffield Township Triple: [Lorain County, hasTownship, Sheffield Township]
Generated description
Sheffield Township is a civil township located in Lorain County in northern Ohio, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sheffield Township Target entity description: Sheffield Township is a civil township located in Lorain County in northern Ohio, United States.
-
A.
St. Clair Township
St. Clair Township is a municipality in southwestern Ontario, Canada, located along the St. Clair River south of the city of Sarnia.
-
B.
Bristol Township
Bristol Township is a suburban municipality in Bucks County, Pennsylvania, known for its residential communities and proximity to the Philadelphia metropolitan area.
-
C.
Clinton Township
Clinton Township is a large suburban community in Macomb County, Michigan, known for its residential neighborhoods and commercial centers within the greater Detroit metropolitan region.
-
D.
Avon Township
Avon Township is a civil township located within Lorain County in the state of Ohio, United States.
-
E.
Redford Township
Redford Township is a suburban community in southeastern Michigan that borders the city of Detroit and functions largely as a residential area within the Detroit metropolitan 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_69bd4410bbf88190aad50d2451c863d6 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6e27cdf48190bb9bd13bd25b887e |
completed | March 20, 2026, 3:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed90355a88190bc1aafed3ad74625 |
completed | March 21, 2026, 5:44 p.m. |
| NEDg | Description generation | batch_69bed9f3624c8190b9d22fa0594dd767 |
completed | March 21, 2026, 5:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beda5d39b88190a7314f673de2719d |
completed | March 21, 2026, 5:50 p.m. |
Created at: March 20, 2026, 1:28 p.m.