Triple
T3942386
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amtrak Wolverine service |
E92063
|
entity |
| Predicate | routeThrough |
P11333
|
FINISHED |
| Object |
New Buffalo, Michigan
New Buffalo, Michigan is a small Lake Michigan resort town in the southwest corner of the state, known for its beaches, harbor, and role as a popular getaway from nearby Chicago.
|
E435582
|
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: New Buffalo, Michigan | Statement: [Amtrak Wolverine service, routeThrough, New Buffalo, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Buffalo, Michigan Context triple: [Amtrak Wolverine service, routeThrough, New Buffalo, Michigan]
-
A.
Newberry, Michigan
Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
-
B.
Burton, Michigan
Burton, Michigan is a suburban city in the Flint metropolitan area known for its residential communities and proximity to major transportation routes in southeastern Michigan.
-
C.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
D.
Belleville, Michigan
Belleville, Michigan is a small city in southeastern Michigan known for its lakeside setting on Belleville Lake and its proximity to the Detroit metropolitan area.
-
E.
Bergland, Michigan
Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
- 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: New Buffalo, Michigan Triple: [Amtrak Wolverine service, routeThrough, New Buffalo, Michigan]
Generated description
New Buffalo, Michigan is a small Lake Michigan resort town in the southwest corner of the state, known for its beaches, harbor, and role as a popular getaway from nearby Chicago.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Buffalo, Michigan Target entity description: New Buffalo, Michigan is a small Lake Michigan resort town in the southwest corner of the state, known for its beaches, harbor, and role as a popular getaway from nearby Chicago.
-
A.
Newberry, Michigan
Newberry, Michigan is a small village in Michigan’s Upper Peninsula that serves as a gateway to nearby forests, lakes, and outdoor recreation areas.
-
B.
Burton, Michigan
Burton, Michigan is a suburban city in the Flint metropolitan area known for its residential communities and proximity to major transportation routes in southeastern Michigan.
-
C.
Westland, Michigan
Westland, Michigan is a suburban city in Wayne County within the Detroit metropolitan area, known primarily as a residential and retail community.
-
D.
Belleville, Michigan
Belleville, Michigan is a small city in southeastern Michigan known for its lakeside setting on Belleville Lake and its proximity to the Detroit metropolitan area.
-
E.
Bergland, Michigan
Bergland, Michigan is a small unincorporated community in Ontonagon County in Michigan’s Upper Peninsula, known for its location near Lake Gogebic and along major regional travel routes.
- 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_69aed965502c8190904ebad1203a4ae8 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeedff736c8190b22e03d94c40f61a |
completed | March 9, 2026, 3:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5e4ca9164819088b261d148e0d379 |
completed | March 14, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69b5e5d675808190a5a9767f253f0178 |
completed | March 14, 2026, 10:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5e66837e081908ac5a0079485cd18 |
completed | March 14, 2026, 10:51 p.m. |
Created at: March 9, 2026, 3:24 p.m.