Triple
T3628111
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benzie County, Michigan |
E76888
|
entity |
| Predicate | seat |
P75
|
FINISHED |
| Object |
Beulah, Michigan
Beulah, Michigan is a small village in northwestern Michigan known as a gateway to Crystal Lake and nearby outdoor recreation areas.
|
E598598
|
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: Beulah, Michigan | Statement: [Benzie County, Michigan, seat, Beulah, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beulah, Michigan Context triple: [Benzie County, Michigan, seat, Beulah, 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.
Kingsley, Michigan
Kingsley, Michigan is a small village in northwestern Michigan that serves as a residential and community hub within the Grand Traverse County region.
-
D.
Luzerne, Michigan
Luzerne, Michigan is a small unincorporated community in Oscoda County known for its rural setting and access to outdoor recreation in northern Michigan.
-
E.
Belleville, Michigan
Belleville, Michigan is a small city in southeastern Michigan known for its lakeside setting on Belleville Lake and its proximity to the Detroit metropolitan area.
- 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: Beulah, Michigan Triple: [Benzie County, Michigan, seat, Beulah, Michigan]
Generated description
Beulah, Michigan is a small village in northwestern Michigan known as a gateway to Crystal Lake and nearby outdoor recreation areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beulah, Michigan Target entity description: Beulah, Michigan is a small village in northwestern Michigan known as a gateway to Crystal Lake and nearby outdoor recreation areas.
-
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.
Kingsley, Michigan
Kingsley, Michigan is a small village in northwestern Michigan that serves as a residential and community hub within the Grand Traverse County region.
-
D.
Luzerne, Michigan
Luzerne, Michigan is a small unincorporated community in Oscoda County known for its rural setting and access to outdoor recreation in northern Michigan.
-
E.
Belleville, Michigan
Belleville, Michigan is a small city in southeastern Michigan known for its lakeside setting on Belleville Lake and its proximity to the Detroit metropolitan area.
- 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_69ad85dc03948190b35b7189e4175bcc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc2ddccc881909ae13dca3dd8a11d |
completed | March 8, 2026, 6:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c67c2b4f188190a78b591674040060 |
completed | March 27, 2026, 12:46 p.m. |
| NEDg | Description generation | batch_69c67da1278c8190b75f7adc5f52795a |
completed | March 27, 2026, 12:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c67dfc51048190adeccd569c85da85 |
completed | March 27, 2026, 12:54 p.m. |
Created at: March 8, 2026, 3:23 p.m.