Triple
T1538103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marquette County, Michigan |
E32800
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Ishpeming Township, Michigan
Ishpeming Township, Michigan is a civil township in Michigan’s Upper Peninsula known for its forested landscape, outdoor recreation, and historical ties to the region’s iron mining industry.
|
E99191
|
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: Ishpeming Township, Michigan | Statement: [Marquette County, Michigan, contains, Ishpeming Township, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ishpeming Township, Michigan Context triple: [Marquette County, Michigan, contains, Ishpeming Township, Michigan]
-
A.
Ishpeming, Michigan, United States
Ishpeming, Michigan, United States, is a small Upper Peninsula mining town known as the birthplace of Nobel Prize–winning chemist Glenn T. Seaborg and for its historic iron ore industry.
-
B.
Humboldt Township, Michigan
Humboldt Township, Michigan is a small civil township located in Marquette County in Michigan's Upper Peninsula, known for its rural character and forested, lake-dotted landscape.
-
C.
Michigamme Township, Michigan
Michigamme Township, Michigan is a small, rural civil township in Michigan’s Upper Peninsula known for its forests, lakes, and outdoor recreation opportunities.
-
D.
Marquette Township, Michigan
Marquette Township, Michigan is a charter township in Michigan’s Upper Peninsula that serves as a commercial and residential hub just west of the city of Marquette.
-
E.
Park Township, Michigan
Park Township, Michigan is a lakeside community in Ottawa County known for its residential neighborhoods, parks, and access to Lake Michigan near the city of Holland.
- 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: Ishpeming Township, Michigan Triple: [Marquette County, Michigan, contains, Ishpeming Township, Michigan]
Generated description
Ishpeming Township, Michigan is a civil township in Michigan’s Upper Peninsula known for its forested landscape, outdoor recreation, and historical ties to the region’s iron mining industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ishpeming Township, Michigan Target entity description: Ishpeming Township, Michigan is a civil township in Michigan’s Upper Peninsula known for its forested landscape, outdoor recreation, and historical ties to the region’s iron mining industry.
-
A.
Ishpeming, Michigan, United States
chosen
Ishpeming, Michigan, United States, is a small Upper Peninsula mining town known as the birthplace of Nobel Prize–winning chemist Glenn T. Seaborg and for its historic iron ore industry.
-
B.
Humboldt Township, Michigan
Humboldt Township, Michigan is a small civil township located in Marquette County in Michigan's Upper Peninsula, known for its rural character and forested, lake-dotted landscape.
-
C.
Michigamme Township, Michigan
Michigamme Township, Michigan is a small, rural civil township in Michigan’s Upper Peninsula known for its forests, lakes, and outdoor recreation opportunities.
-
D.
Marquette Township, Michigan
Marquette Township, Michigan is a charter township in Michigan’s Upper Peninsula that serves as a commercial and residential hub just west of the city of Marquette.
-
E.
Park Township, Michigan
Park Township, Michigan is a lakeside community in Ottawa County known for its residential neighborhoods, parks, and access to Lake Michigan near the city of Holland.
- F. None of above.
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_69a885ed29088190a3c2d5a3d100c16e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9082af6d88190b63a187ef516bb21 |
completed | March 5, 2026, 4:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1fb455888190a1408a25b93a70ce |
completed | March 9, 2026, 1:17 a.m. |
| NEDg | Description generation | batch_69ae20cb479c8190853d0d954af16887 |
completed | March 9, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae21614e74819093617a355f0857c8 |
completed | March 9, 2026, 1:24 a.m. |
Created at: March 4, 2026, 7:26 p.m.