Triple
T5967961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montcalm County, Michigan |
E132799
|
entity |
| Predicate | countySeat |
P383
|
FINISHED |
| Object |
Stanton, Michigan
Stanton, Michigan is a small city in central Michigan that serves as the administrative and governmental hub of Montcalm County.
|
E693681
|
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: Stanton, Michigan | Statement: [Montcalm County, Michigan, countySeat, Stanton, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stanton, Michigan Context triple: [Montcalm County, Michigan, countySeat, Stanton, Michigan]
-
A.
Stanton Township, Michigan
Stanton Township, Michigan is a small rural township located in Houghton County on Michigan’s Keweenaw Peninsula in the Upper Peninsula region.
-
B.
Clarkston, Michigan
Clarkston, Michigan is a small historic city in Oakland County known for its charming downtown, lakeside setting, and community events.
-
C.
Southgate, Michigan
Southgate, Michigan is a suburban city in the Downriver area of Metro Detroit known for its residential neighborhoods and commercial corridors.
-
D.
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.
-
E.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
- 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: Stanton, Michigan Triple: [Montcalm County, Michigan, countySeat, Stanton, Michigan]
Generated description
Stanton, Michigan is a small city in central Michigan that serves as the administrative and governmental hub of Montcalm County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stanton, Michigan Target entity description: Stanton, Michigan is a small city in central Michigan that serves as the administrative and governmental hub of Montcalm County.
-
A.
Stanton Township, Michigan
Stanton Township, Michigan is a small rural township located in Houghton County on Michigan’s Keweenaw Peninsula in the Upper Peninsula region.
-
B.
Clarkston, Michigan
Clarkston, Michigan is a small historic city in Oakland County known for its charming downtown, lakeside setting, and community events.
-
C.
Southgate, Michigan
Southgate, Michigan is a suburban city in the Downriver area of Metro Detroit known for its residential neighborhoods and commercial corridors.
-
D.
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.
-
E.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
- 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_69c0086deab081908550159ca23eec9b |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c03a3f612481908744cb645f2ede1d |
completed | March 22, 2026, 6:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb135210188190b61482e2d5747783 |
completed | March 31, 2026, 12:20 a.m. |
| NEDg | Description generation | batch_69cb1636b0d48190a57c2d3a7b3b41ed |
completed | March 31, 2026, 12:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb1a29d2988190bb64aada0d2ef463 |
completed | March 31, 2026, 12:49 a.m. |
Created at: March 22, 2026, 4:03 p.m.