Triple
T8571415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bronson, Michigan |
E202933
|
entity |
| Predicate | nearestLargerCity |
P42873
|
FINISHED |
| Object |
Coldwater, Michigan
Coldwater, Michigan is a small city in south-central Michigan known as a local commercial and service hub for surrounding communities in Branch County.
|
E885314
|
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: Coldwater, Michigan | Statement: [Bronson, Michigan, nearestLargerCity, Coldwater, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coldwater, Michigan Context triple: [Bronson, Michigan, nearestLargerCity, Coldwater, Michigan]
-
A.
St. Johns, Michigan
St. Johns, Michigan is a small Midwestern city in central Michigan known for its agricultural roots and role as the governmental and commercial hub of the surrounding rural area.
-
B.
Maple Rapids, Michigan
Maple Rapids, Michigan is a small rural village located in Clinton County in the central part of the state.
-
C.
Manistique, Michigan
Manistique, Michigan is a small city on the shores of Lake Michigan in Michigan’s Upper Peninsula, known as a gateway to outdoor recreation, scenic forests, and lakeside attractions.
-
D.
Crystal, Michigan
Crystal, Michigan is a small rural village located in central Michigan known for its lakeside setting and tight-knit community within Montcalm County.
-
E.
Mohawk, Michigan
Mohawk, Michigan is an unincorporated community and former copper mining town that serves as the primary population center of Keweenaw County in Michigan’s Upper Peninsula.
- 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: Coldwater, Michigan Triple: [Bronson, Michigan, nearestLargerCity, Coldwater, Michigan]
Generated description
Coldwater, Michigan is a small city in south-central Michigan known as a local commercial and service hub for surrounding communities in Branch County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Coldwater, Michigan Target entity description: Coldwater, Michigan is a small city in south-central Michigan known as a local commercial and service hub for surrounding communities in Branch County.
-
A.
St. Johns, Michigan
St. Johns, Michigan is a small Midwestern city in central Michigan known for its agricultural roots and role as the governmental and commercial hub of the surrounding rural area.
-
B.
Maple Rapids, Michigan
Maple Rapids, Michigan is a small rural village located in Clinton County in the central part of the state.
-
C.
Manistique, Michigan
Manistique, Michigan is a small city on the shores of Lake Michigan in Michigan’s Upper Peninsula, known as a gateway to outdoor recreation, scenic forests, and lakeside attractions.
-
D.
Crystal, Michigan
Crystal, Michigan is a small rural village located in central Michigan known for its lakeside setting and tight-knit community within Montcalm County.
-
E.
Mohawk, Michigan
Mohawk, Michigan is an unincorporated community and former copper mining town that serves as the primary population center of Keweenaw County in Michigan’s Upper Peninsula.
- 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_69ca8327b0a881908606ff860713964d |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbea4223888190a56d9026ae0b9ec0 |
completed | March 31, 2026, 3:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de54a30b748190bb791078e9dde442 |
completed | April 14, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69de5952f6c48190abd3b87372d54f58 |
completed | April 14, 2026, 3:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de5ed49c9c8190a4085407f88d7a05 |
completed | April 14, 2026, 3:35 p.m. |
Created at: March 30, 2026, 6:21 p.m.