Triple
T17465280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blue Water |
E425260
|
entity |
| Predicate | stopsAt |
P6657
|
FINISHED |
| Object |
Dowagiac, Michigan
Dowagiac, Michigan is a small city in Cass County in southwestern Michigan known for its historic downtown, proximity to several lakes, and service by Amtrak’s Blue Water passenger train.
|
E1281481
|
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: Dowagiac, Michigan | Statement: [Blue Water, stopsAt, Dowagiac, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dowagiac, Michigan Context triple: [Blue Water, stopsAt, Dowagiac, Michigan]
-
A.
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.
-
B.
Douglas, Michigan
Douglas, Michigan is a small lakeside city on the shores of Lake Michigan known for its art galleries, beaches, and close connection to the neighboring resort town of Saugatuck.
-
C.
Mattawan, Michigan
Mattawan, Michigan is a small village in southwestern Michigan known for its residential community, local schools, and proximity to the Kalamazoo metropolitan area.
-
D.
DeWitt, Michigan
DeWitt, Michigan is a small suburban city in the Lansing metropolitan area known for its residential character and community-oriented atmosphere.
-
E.
Muskegon, Michigan
Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
- 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: Dowagiac, Michigan Triple: [Blue Water, stopsAt, Dowagiac, Michigan]
Generated description
Dowagiac, Michigan is a small city in Cass County in southwestern Michigan known for its historic downtown, proximity to several lakes, and service by Amtrak’s Blue Water passenger train.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dowagiac, Michigan Target entity description: Dowagiac, Michigan is a small city in Cass County in southwestern Michigan known for its historic downtown, proximity to several lakes, and service by Amtrak’s Blue Water passenger train.
-
A.
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.
-
B.
Douglas, Michigan
Douglas, Michigan is a small lakeside city on the shores of Lake Michigan known for its art galleries, beaches, and close connection to the neighboring resort town of Saugatuck.
-
C.
Mattawan, Michigan
Mattawan, Michigan is a small village in southwestern Michigan known for its residential community, local schools, and proximity to the Kalamazoo metropolitan area.
-
D.
DeWitt, Michigan
DeWitt, Michigan is a small suburban city in the Lansing metropolitan area known for its residential character and community-oriented atmosphere.
-
E.
Muskegon, Michigan
Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
- 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_69d889dbc2e88190b18ea6115e819258 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e451a6c2e08190bca9de56ee2f5136 |
completed | April 19, 2026, 3:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a02163f3c34819087f3a5d8c25a3c09 |
completed | May 11, 2026, 5:47 p.m. |
| NEDg | Description generation | batch_6a021db3ea748190a453eeb6c70852e5 |
completed | May 11, 2026, 6:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a021e1daa048190a2ccc566204b558d |
completed | May 11, 2026, 6:21 p.m. |
Created at: April 10, 2026, 5:47 a.m.