Triple
T2708307
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gogebic County, Michigan |
E59796
|
entity |
| Predicate | countySeat |
P383
|
FINISHED |
| Object |
Bessemer, Michigan
Bessemer, Michigan is a small city in the western Upper Peninsula known as an administrative and commercial hub for the surrounding Gogebic County region.
|
E526540
|
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: Bessemer, Michigan | Statement: [Gogebic County, Michigan, countySeat, Bessemer, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bessemer, Michigan Context triple: [Gogebic County, Michigan, countySeat, Bessemer, Michigan]
-
A.
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.
-
B.
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.
-
C.
Wyandotte, Michigan
Wyandotte, Michigan is a small industrial city and Downriver suburb of Detroit located along the western shore of the Detroit River.
-
D.
St. Joseph, Michigan
St. Joseph, Michigan is a small Lake Michigan shoreline city in southwestern Michigan known for its beaches, harbor, and historic downtown.
-
E.
Grandville, Michigan
Grandville, Michigan is a suburban city near Grand Rapids known for its location along the Grand River and its role as a regional retail and residential hub in western Michigan.
- 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: Bessemer, Michigan Triple: [Gogebic County, Michigan, countySeat, Bessemer, Michigan]
Generated description
Bessemer, Michigan is a small city in the western Upper Peninsula known as an administrative and commercial hub for the surrounding Gogebic County region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bessemer, Michigan Target entity description: Bessemer, Michigan is a small city in the western Upper Peninsula known as an administrative and commercial hub for the surrounding Gogebic County region.
-
A.
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.
-
B.
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.
-
C.
Wyandotte, Michigan
Wyandotte, Michigan is a small industrial city and Downriver suburb of Detroit located along the western shore of the Detroit River.
-
D.
St. Joseph, Michigan
St. Joseph, Michigan is a small Lake Michigan shoreline city in southwestern Michigan known for its beaches, harbor, and historic downtown.
-
E.
Grandville, Michigan
Grandville, Michigan is a suburban city near Grand Rapids known for its location along the Grand River and its role as a regional retail and residential hub in western Michigan.
- 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_69ab4ac92a088190bc74bca14038e3de |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abda73de1c81908f5d6b0383e23144 |
completed | March 7, 2026, 7:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfc1fe1188819097c3d382323571be |
completed | March 22, 2026, 10:18 a.m. |
| NEDg | Description generation | batch_69bfc2856a048190b7c32e641495fe6c |
completed | March 22, 2026, 10:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfc2de851c8190a9e03844a65a71b2 |
completed | March 22, 2026, 10:22 a.m. |
Created at: March 6, 2026, 9:55 p.m.