Triple
T2803255
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalamazoo County, Michigan |
E53993
|
entity |
| Predicate | hasVillage |
P4011
|
FINISHED |
| Object |
Schoolcraft, Michigan
Schoolcraft, Michigan is a small village in southwestern Michigan known for its historic downtown and role as a local residential and agricultural community.
|
E527352
|
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: Schoolcraft, Michigan | Statement: [Kalamazoo County, Michigan, hasVillage, Schoolcraft, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schoolcraft, Michigan Context triple: [Kalamazoo County, Michigan, hasVillage, Schoolcraft, Michigan]
-
A.
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.
-
B.
Grandville, Michigan
Grandville, Michigan is a suburban city near Grand Rapids known for its location along the Grand River and its role as a regional retail and residential hub in western Michigan.
-
C.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
D.
Macatawa, Michigan
Macatawa, Michigan is a small lakeside community in Ottawa County known for its scenic shoreline along Lake Michigan and Lake Macatawa, beaches, and seasonal vacation homes.
-
E.
Kalkaska, Michigan
Kalkaska, Michigan is a small village in northern Michigan’s Lower Peninsula known as the county seat of Kalkaska County and a gateway to the region’s forests, lakes, and outdoor recreation.
- 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: Schoolcraft, Michigan Triple: [Kalamazoo County, Michigan, hasVillage, Schoolcraft, Michigan]
Generated description
Schoolcraft, Michigan is a small village in southwestern Michigan known for its historic downtown and role as a local residential and agricultural community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schoolcraft, Michigan Target entity description: Schoolcraft, Michigan is a small village in southwestern Michigan known for its historic downtown and role as a local residential and agricultural community.
-
A.
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.
-
B.
Grandville, Michigan
Grandville, Michigan is a suburban city near Grand Rapids known for its location along the Grand River and its role as a regional retail and residential hub in western Michigan.
-
C.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
D.
Macatawa, Michigan
Macatawa, Michigan is a small lakeside community in Ottawa County known for its scenic shoreline along Lake Michigan and Lake Macatawa, beaches, and seasonal vacation homes.
-
E.
Kalkaska, Michigan
Kalkaska, Michigan is a small village in northern Michigan’s Lower Peninsula known as the county seat of Kalkaska County and a gateway to the region’s forests, lakes, and outdoor recreation.
- 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_69ab49dcee188190b5c6eca9ae9e3469 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde12b33481908b276760a922db9c |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfe6131cd481909bbd9eb896258c68 |
completed | March 22, 2026, 12:52 p.m. |
| NEDg | Description generation | batch_69bfe6a56088819087501eb96af95c33 |
completed | March 22, 2026, 12:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfe6f04ad081909199b341f91936c0 |
completed | March 22, 2026, 12:56 p.m. |
Created at: March 6, 2026, 9:59 p.m.