Triple
T9228917
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Van Buren County, Michigan |
E221761
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Bangor, Michigan
Bangor, Michigan is a small city in southwestern Michigan known for its agricultural surroundings and role as a local community hub.
|
E854646
|
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: Bangor, Michigan | Statement: [Van Buren County, Michigan, hasMunicipality, Bangor, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangor, Michigan Context triple: [Van Buren County, Michigan, hasMunicipality, Bangor, Michigan]
-
A.
Hanover, Michigan
Hanover, Michigan is a small rural village in south-central Michigan known for its close-knit community and location within Jackson County.
-
B.
Birmingham, Michigan
Birmingham, Michigan is an affluent suburban city in the Detroit metropolitan area known for its upscale shopping district, walkable downtown, and high quality of life.
-
C.
Gladstone, Michigan
Gladstone, Michigan is a small city in Michigan’s Upper Peninsula known for its waterfront location on Little Bay de Noc and its outdoor recreation opportunities.
-
D.
Augusta, Michigan
Augusta, Michigan is a small village in southwestern Michigan known for its rural character and proximity to the city of Kalamazoo.
-
E.
Bloomingdale, Michigan
Bloomingdale, Michigan is a small rural village in Allegan County known for its quiet residential character and proximity to southwestern Michigan’s lakes and farmland.
- 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: Bangor, Michigan Triple: [Van Buren County, Michigan, hasMunicipality, Bangor, Michigan]
Generated description
Bangor, Michigan is a small city in southwestern Michigan known for its agricultural surroundings and role as a local community hub.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangor, Michigan Target entity description: Bangor, Michigan is a small city in southwestern Michigan known for its agricultural surroundings and role as a local community hub.
-
A.
Hanover, Michigan
Hanover, Michigan is a small rural village in south-central Michigan known for its close-knit community and location within Jackson County.
-
B.
Birmingham, Michigan
Birmingham, Michigan is an affluent suburban city in the Detroit metropolitan area known for its upscale shopping district, walkable downtown, and high quality of life.
-
C.
Gladstone, Michigan
Gladstone, Michigan is a small city in Michigan’s Upper Peninsula known for its waterfront location on Little Bay de Noc and its outdoor recreation opportunities.
-
D.
Augusta, Michigan
Augusta, Michigan is a small village in southwestern Michigan known for its rural character and proximity to the city of Kalamazoo.
-
E.
Bloomingdale, Michigan
Bloomingdale, Michigan is a small rural village in Allegan County known for its quiet residential character and proximity to southwestern Michigan’s lakes and farmland.
- 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_69ca83ec8db08190a9110df8232885d2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccdaa1c5b4819081dac6713053a8ae |
completed | April 1, 2026, 8:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71c265fcc819095a67f1270cadeec |
completed | April 9, 2026, 3:25 a.m. |
| NEDg | Description generation | batch_69d71f76e3cc8190b21a5fe8825caa2b |
completed | April 9, 2026, 3:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7319938ec8190a4a1a5f09832e3e3 |
completed | April 9, 2026, 4:56 a.m. |
Created at: March 30, 2026, 7:29 p.m.