Triple
T1662252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskegon River |
E35933
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object | Big Rapids, Michigan |
E144018
|
NE FINISHED |
How this triple was built (2 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: Big Rapids, Michigan | Statement: [Muskegon River, flowsThrough, Big Rapids, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Big Rapids, Michigan Context triple: [Muskegon River, flowsThrough, Big Rapids, Michigan]
-
A.
Traverse City, Michigan
Traverse City, Michigan is a popular northern Michigan destination known for its cherry production, vibrant downtown, and outdoor recreation along the shores of Grand Traverse Bay.
-
B.
Big Rapids, Michigan, United States
chosen
Big Rapids is a small city in central Michigan known as the home of Ferris State University and for its location along the Muskegon River.
-
C.
Gwinn, Michigan
Gwinn, Michigan is a small unincorporated community and census-designated place in Michigan’s Upper Peninsula known historically as a planned company town for the Cleveland-Cliffs Iron Company.
-
D.
Rockford, Michigan
Rockford, Michigan is a small city in western Michigan known for its historic downtown, scenic Rogue River setting, and strong community atmosphere.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88606aa808190aa0b421b4271f220 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90ab3bd7081908d15d772b10aebbe |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b235106b1c8190ae6d4d02aefd69a9 |
completed | March 12, 2026, 3:37 a.m. |
Created at: March 4, 2026, 7:29 p.m.