Triple
T13244679
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adams Township, Michigan |
E315369
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Toivola, Michigan
Toivola, Michigan is a small unincorporated community in Michigan’s Upper Peninsula known for its Finnish heritage and rural, forested setting.
|
E1473509
|
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: Toivola, Michigan | Statement: [Adams Township, Michigan, contains, Toivola, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toivola, Michigan Context triple: [Adams Township, Michigan, contains, Toivola, Michigan]
-
A.
Tapiola, Michigan
Tapiola, Michigan is a small unincorporated community in Michigan’s Upper Peninsula, known for its Finnish-American heritage and rural setting within Houghton County.
-
B.
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.
-
C.
Muir, Michigan
Muir, Michigan is a small rural village located in Ionia County in the central part of the U.S. state of Michigan.
-
D.
St. Johns, Michigan
St. Johns, Michigan is a small Midwestern city in central Michigan known for its agricultural roots and role as the governmental and commercial hub of the surrounding rural area.
-
E.
Elberta, Michigan
Elberta, Michigan is a small village on Lake Michigan in Benzie County known historically as a Great Lakes port and rail terminus.
- 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: Toivola, Michigan Triple: [Adams Township, Michigan, contains, Toivola, Michigan]
Generated description
Toivola, Michigan is a small unincorporated community in Michigan’s Upper Peninsula known for its Finnish heritage and rural, forested setting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toivola, Michigan Target entity description: Toivola, Michigan is a small unincorporated community in Michigan’s Upper Peninsula known for its Finnish heritage and rural, forested setting.
-
A.
Tapiola, Michigan
Tapiola, Michigan is a small unincorporated community in Michigan’s Upper Peninsula, known for its Finnish-American heritage and rural setting within Houghton County.
-
B.
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.
-
C.
Muir, Michigan
Muir, Michigan is a small rural village located in Ionia County in the central part of the U.S. state of Michigan.
-
D.
St. Johns, Michigan
St. Johns, Michigan is a small Midwestern city in central Michigan known for its agricultural roots and role as the governmental and commercial hub of the surrounding rural area.
-
E.
Elberta, Michigan
Elberta, Michigan is a small village on Lake Michigan in Benzie County known historically as a Great Lakes port and rail terminus.
- 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_69d806b1072881909e46bd212259c5f0 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98d5b06148190a44e698bbe5cd529 |
completed | April 10, 2026, 11:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0986cab218819094dca848ea8ae19e |
completed | May 17, 2026, 9:13 a.m. |
| NEDg | Description generation | batch_6a09876a38788190b2cef66b9d0c2f73 |
completed | May 17, 2026, 9:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09881c2d4c8190ab2cdf5dc99a43b0 |
completed | May 17, 2026, 9:19 a.m. |
Created at: April 9, 2026, 9:23 p.m.