Triple
T12780282
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berrien County, Michigan |
E305487
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Bridgman, Michigan
Bridgman, Michigan is a small lakeside city in southwestern Michigan known for its proximity to Lake Michigan beaches and Warren Dunes State Park.
|
E1440231
|
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: Bridgman, Michigan | Statement: [Berrien County, Michigan, containsCity, Bridgman, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bridgman, Michigan Context triple: [Berrien County, Michigan, containsCity, Bridgman, Michigan]
-
A.
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.
-
B.
Belding, Michigan
Belding, Michigan is a small city in central Michigan known historically for its silk manufacturing industry and its location along the Flat River.
-
C.
Muir, Michigan
Muir, Michigan is a small rural village located in Ionia County in the central part of the U.S. state of Michigan.
-
D.
Breen, Michigan
Breen, Michigan is a small unincorporated community located in Dickinson County in Michigan’s Upper Peninsula.
-
E.
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.
- 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: Bridgman, Michigan Triple: [Berrien County, Michigan, containsCity, Bridgman, Michigan]
Generated description
Bridgman, Michigan is a small lakeside city in southwestern Michigan known for its proximity to Lake Michigan beaches and Warren Dunes State Park.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bridgman, Michigan Target entity description: Bridgman, Michigan is a small lakeside city in southwestern Michigan known for its proximity to Lake Michigan beaches and Warren Dunes State Park.
-
A.
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.
-
B.
Belding, Michigan
Belding, Michigan is a small city in central Michigan known historically for its silk manufacturing industry and its location along the Flat River.
-
C.
Muir, Michigan
Muir, Michigan is a small rural village located in Ionia County in the central part of the U.S. state of Michigan.
-
D.
Breen, Michigan
Breen, Michigan is a small unincorporated community located in Dickinson County in Michigan’s Upper Peninsula.
-
E.
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.
- 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_69d7bdf2b43c819098ae5aa68e61ea58 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e5a5680819095dcd491486d23e7 |
completed | April 10, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08b3cfd1e88190991d9131ed399756 |
completed | May 16, 2026, 6:13 p.m. |
| NEDg | Description generation | batch_6a08b4a7779481909b5bf6e99e632841 |
completed | May 16, 2026, 6:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08b57ff3e48190952c973726821e2b |
completed | May 16, 2026, 6:20 p.m. |
Created at: April 9, 2026, 5:29 p.m.