Triple
T16823427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schoolcraft County, Michigan |
E408953
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Gould City, Michigan
Gould City, Michigan is a small unincorporated community located in Michigan’s Upper Peninsula within Schoolcraft County.
|
E1237373
|
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: Gould City, Michigan | Statement: [Schoolcraft County, Michigan, hasUnincorporatedCommunity, Gould City, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gould City, Michigan Context triple: [Schoolcraft County, Michigan, hasUnincorporatedCommunity, Gould City, Michigan]
-
A.
Garden City, Michigan
Garden City, Michigan is a suburban city in the Detroit metropolitan area known for its residential neighborhoods and small-town character.
-
B.
Galesburg, Michigan
Galesburg, Michigan is a small city in southwestern Michigan known for its residential community and proximity to the larger city of Kalamazoo.
-
C.
Gladstone, Michigan
Gladstone, Michigan is a small city in Michigan’s Upper Peninsula known for its waterfront location on Little Bay de Noc and its outdoor recreation opportunities.
-
D.
Greenville, Michigan
Greenville, Michigan is a small city in Montcalm County known historically for manufacturing and as the birthplace of several notable figures, including World War II pilot Frederick C. Bock.
-
E.
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.
- 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: Gould City, Michigan Triple: [Schoolcraft County, Michigan, hasUnincorporatedCommunity, Gould City, Michigan]
Generated description
Gould City, Michigan is a small unincorporated community located in Michigan’s Upper Peninsula within Schoolcraft County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gould City, Michigan Target entity description: Gould City, Michigan is a small unincorporated community located in Michigan’s Upper Peninsula within Schoolcraft County.
-
A.
Garden City, Michigan
Garden City, Michigan is a suburban city in the Detroit metropolitan area known for its residential neighborhoods and small-town character.
-
B.
Galesburg, Michigan
Galesburg, Michigan is a small city in southwestern Michigan known for its residential community and proximity to the larger city of Kalamazoo.
-
C.
Gladstone, Michigan
Gladstone, Michigan is a small city in Michigan’s Upper Peninsula known for its waterfront location on Little Bay de Noc and its outdoor recreation opportunities.
-
D.
Greenville, Michigan
Greenville, Michigan is a small city in Montcalm County known historically for manufacturing and as the birthplace of several notable figures, including World War II pilot Frederick C. Bock.
-
E.
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.
- 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_6a00bb11f8708190ae762a28710e4246 |
completed | May 10, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_6a00bc4cdf8481909ad45b9c66234c9b |
completed | May 10, 2026, 5:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00bcfcb434819092b85ce1debb9be8 |
completed | May 10, 2026, 5:14 p.m. |
Created at: April 10, 2026, 5:23 a.m.