Triple
T5117213
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Overisel Township |
E115365
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Bentheim, Michigan
Bentheim, Michigan is a small unincorporated rural community located within Overisel Township in Allegan County, Michigan.
|
E495378
|
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: Bentheim, Michigan | Statement: [Overisel Township, hasUnincorporatedCommunity, Bentheim, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bentheim, Michigan Context triple: [Overisel Township, hasUnincorporatedCommunity, Bentheim, Michigan]
-
A.
Bergland, Michigan
Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
-
B.
Newberry, Michigan
Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
-
C.
Benzonia, Michigan
Benzonia, Michigan is a small village in northwestern Michigan known as a historic community near Crystal Lake and part of the scenic Benzie County region.
-
D.
DeWitt, Michigan
DeWitt, Michigan is a small suburban city in the Lansing metropolitan area known for its residential character and community-oriented atmosphere.
-
E.
Vermontville, Michigan
Vermontville, Michigan is a small rural village in Eaton County known for its historic charm and annual maple syrup festival.
- 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: Bentheim, Michigan Triple: [Overisel Township, hasUnincorporatedCommunity, Bentheim, Michigan]
Generated description
Bentheim, Michigan is a small unincorporated rural community located within Overisel Township in Allegan County, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bentheim, Michigan Target entity description: Bentheim, Michigan is a small unincorporated rural community located within Overisel Township in Allegan County, Michigan.
-
A.
Bergland, Michigan
Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
-
B.
Newberry, Michigan
Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
-
C.
Benzonia, Michigan
Benzonia, Michigan is a small village in northwestern Michigan known as a historic community near Crystal Lake and part of the scenic Benzie County region.
-
D.
DeWitt, Michigan
DeWitt, Michigan is a small suburban city in the Lansing metropolitan area known for its residential character and community-oriented atmosphere.
-
E.
Vermontville, Michigan
Vermontville, Michigan is a small rural village in Eaton County known for its historic charm and annual maple syrup festival.
- 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_69bd4441d1648190a54a533895041987 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd77ccb19c8190844c628ff7cfcca2 |
completed | March 20, 2026, 4:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bec3758bb4819082d5876c4dc9df8d |
completed | March 21, 2026, 4:12 p.m. |
| NEDg | Description generation | batch_69bec506d5b88190bcf6e7cb5f602c2f |
completed | March 21, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bec5ae111c8190914e93dc1680d36e |
completed | March 21, 2026, 4:22 p.m. |
Created at: March 20, 2026, 1:41 p.m.