Triple
T2824286
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muskegon Lake |
E54883
|
entity |
| Predicate | adjacentCity |
P5707
|
FINISHED |
| Object |
North Muskegon, Michigan
North Muskegon, Michigan is a small lakeside city in Muskegon County known for its residential neighborhoods, waterfront recreation, and access to Lake Michigan’s shoreline.
|
E545791
|
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: North Muskegon, Michigan | Statement: [Muskegon Lake, adjacentCity, North Muskegon, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Muskegon, Michigan Context triple: [Muskegon Lake, adjacentCity, North Muskegon, Michigan]
-
A.
Muskegon, Michigan
Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
-
B.
Muskegon Heights, Michigan
Muskegon Heights, Michigan is a small, historically industrial city in Muskegon County known as an inner-ring suburb of Muskegon on the eastern shore of Lake Michigan.
-
C.
Northport, Michigan
Northport, Michigan is a small village at the tip of Michigan’s Leelanau Peninsula on Grand Traverse Bay, known for its scenic waterfront, historic lighthouse, and role as a gateway to outdoor recreation in the region.
-
D.
Mason, Michigan
Mason, Michigan is a small city that serves as the county seat of Ingham County and is part of the Greater Lansing metropolitan area.
-
E.
Newaygo, Michigan
Newaygo, Michigan is a small city in west-central Michigan known for its outdoor recreation, especially fishing, boating, and kayaking along the Muskegon River.
- 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: North Muskegon, Michigan Triple: [Muskegon Lake, adjacentCity, North Muskegon, Michigan]
Generated description
North Muskegon, Michigan is a small lakeside city in Muskegon County known for its residential neighborhoods, waterfront recreation, and access to Lake Michigan’s shoreline.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Muskegon, Michigan Target entity description: North Muskegon, Michigan is a small lakeside city in Muskegon County known for its residential neighborhoods, waterfront recreation, and access to Lake Michigan’s shoreline.
-
A.
Muskegon, Michigan
Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
-
B.
Muskegon Heights, Michigan
Muskegon Heights, Michigan is a small, historically industrial city in Muskegon County known as an inner-ring suburb of Muskegon on the eastern shore of Lake Michigan.
-
C.
Northport, Michigan
Northport, Michigan is a small village at the tip of Michigan’s Leelanau Peninsula on Grand Traverse Bay, known for its scenic waterfront, historic lighthouse, and role as a gateway to outdoor recreation in the region.
-
D.
Mason, Michigan
Mason, Michigan is a small city that serves as the county seat of Ingham County and is part of the Greater Lansing metropolitan area.
-
E.
Newaygo, Michigan
Newaygo, Michigan is a small city in west-central Michigan known for its outdoor recreation, especially fishing, boating, and kayaking along the Muskegon River.
- 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_69ab49e100c0819082a40cb797383243 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde91487881909989c08bbf76f0da |
completed | March 7, 2026, 8:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07d33a65481908c7ab4473bed1320 |
completed | March 22, 2026, 11:37 p.m. |
| NEDg | Description generation | batch_69c08c54755c819099decf3b6e4c6792 |
completed | March 23, 2026, 12:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c08cc71a9c8190ac3aa082cb7bf0fc |
completed | March 23, 2026, 12:43 a.m. |
Created at: March 6, 2026, 9:59 p.m.