Triple
T1662250
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskegon River |
E35933
|
entity |
| Predicate | flowsThrough |
P225
|
FINISHED |
| Object |
Lake County, Michigan
Lake County, Michigan is a sparsely populated, forested county in western Michigan known for its outdoor recreation opportunities, including fishing, hunting, and river-based activities.
|
E304210
|
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: Lake County, Michigan | Statement: [Muskegon River, flowsThrough, Lake County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lake County, Michigan Context triple: [Muskegon River, flowsThrough, Lake County, Michigan]
-
A.
Osceola County, Michigan
Osceola County, Michigan is a rural county in the north-central Lower Peninsula known for its forests, agriculture, and outdoor recreation along waterways like the Muskegon River.
-
B.
Monroe County, Michigan
Monroe County, Michigan is a southeastern Michigan county along Lake Erie known for its industrial history, agricultural areas, and proximity to the Detroit metropolitan region.
-
C.
Jackson County, Michigan
Jackson County, Michigan is a county in the south-central part of the U.S. state of Michigan, known for its county seat of Jackson and its mix of industrial, agricultural, and recreational areas.
-
D.
Emmet County, Michigan
Emmet County, Michigan is a scenic county in the northern Lower Peninsula known for its Lake Michigan shoreline, resort communities, and outdoor recreation.
-
E.
Grand Traverse County, Michigan
Grand Traverse County, Michigan is a county in the northwestern Lower Peninsula known for its seat, Traverse City, and its tourism, wineries, and scenic Lake Michigan shoreline.
- 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: Lake County, Michigan Triple: [Muskegon River, flowsThrough, Lake County, Michigan]
Generated description
Lake County, Michigan is a sparsely populated, forested county in western Michigan known for its outdoor recreation opportunities, including fishing, hunting, and river-based activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lake County, Michigan Target entity description: Lake County, Michigan is a sparsely populated, forested county in western Michigan known for its outdoor recreation opportunities, including fishing, hunting, and river-based activities.
-
A.
Osceola County, Michigan
Osceola County, Michigan is a rural county in the north-central Lower Peninsula known for its forests, agriculture, and outdoor recreation along waterways like the Muskegon River.
-
B.
Monroe County, Michigan
Monroe County, Michigan is a southeastern Michigan county along Lake Erie known for its industrial history, agricultural areas, and proximity to the Detroit metropolitan region.
-
C.
Jackson County, Michigan
Jackson County, Michigan is a county in the south-central part of the U.S. state of Michigan, known for its county seat of Jackson and its mix of industrial, agricultural, and recreational areas.
-
D.
Emmet County, Michigan
Emmet County, Michigan is a scenic county in the northern Lower Peninsula known for its Lake Michigan shoreline, resort communities, and outdoor recreation.
-
E.
Grand Traverse County, Michigan
Grand Traverse County, Michigan is a county in the northwestern Lower Peninsula known for its seat, Traverse City, and its tourism, wineries, and scenic Lake Michigan shoreline.
- 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_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_69afe85a92fc8190b9218c499fb08bfe |
completed | March 10, 2026, 9:46 a.m. |
| NEDg | Description generation | batch_69afe9679c8c8190bde4584320918f0e |
completed | March 10, 2026, 9:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b00ed5eaf88190826c45cc1d7d0ed6 |
completed | March 10, 2026, 12:30 p.m. |
Created at: March 4, 2026, 7:29 p.m.