Triple
T16823426
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schoolcraft County, Michigan |
E408953
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Cooks, Michigan
Cooks, Michigan is a small unincorporated community located in Michigan’s Upper Peninsula.
|
E1234995
|
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: Cooks, Michigan | Statement: [Schoolcraft County, Michigan, hasUnincorporatedCommunity, Cooks, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cooks, Michigan Context triple: [Schoolcraft County, Michigan, hasUnincorporatedCommunity, Cooks, Michigan]
-
A.
Kingsford, Michigan
Kingsford, Michigan is a small city in Michigan’s Upper Peninsula known historically for its ties to the Ford Motor Company and its proximity to Iron Mountain.
-
B.
Mesick, Michigan
Mesick, Michigan is a small village in northwestern Michigan known as the "Mushroom Capital of the United States" for its annual morel mushroom festival.
-
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.
Muir, Michigan
Muir, Michigan is a small rural village located in Ionia County in the central part of the U.S. state of Michigan.
-
E.
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.
- 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: Cooks, Michigan Triple: [Schoolcraft County, Michigan, hasUnincorporatedCommunity, Cooks, Michigan]
Generated description
Cooks, Michigan is a small unincorporated community located in Michigan’s Upper Peninsula.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cooks, Michigan Target entity description: Cooks, Michigan is a small unincorporated community located in Michigan’s Upper Peninsula.
-
A.
Kingsford, Michigan
Kingsford, Michigan is a small city in Michigan’s Upper Peninsula known historically for its ties to the Ford Motor Company and its proximity to Iron Mountain.
-
B.
Mesick, Michigan
Mesick, Michigan is a small village in northwestern Michigan known as the "Mushroom Capital of the United States" for its annual morel mushroom festival.
-
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.
Muir, Michigan
Muir, Michigan is a small rural village located in Ionia County in the central part of the U.S. state of Michigan.
-
E.
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.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e838e881908b650194c9b94886 |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b29c170c81908fcc88c31e266ffb |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b3cb7a2c8190a90ed07bc06dfc1b |
completed | May 10, 2026, 4:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b466ecd08190b7b5ee54476631ab |
completed | May 10, 2026, 4:37 p.m. |
Created at: April 10, 2026, 5:23 a.m.