Triple
T252528
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marquette, Michigan |
E5180
|
entity |
| Predicate | countySeatOf |
P383
|
FINISHED |
| Object |
Marquette County, Michigan
Marquette County, Michigan is a large county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and the city of Marquette as its principal urban and economic center.
|
E32800
|
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: Marquette County, Michigan | Statement: [Marquette, Michigan, countySeatOf, Marquette County, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marquette County, Michigan Context triple: [Marquette, Michigan, countySeatOf, Marquette County, Michigan]
-
A.
Wayne County, Michigan
Wayne County, Michigan is a populous county in southeastern Michigan that includes Detroit and serves as a major industrial, transportation, and cultural hub of the Great Lakes region.
-
B.
Kent County, Michigan
Kent County, Michigan is a populous county in western Michigan best known for encompassing the city of Grand Rapids, a major regional economic and cultural center.
-
C.
Allegan County
Allegan County is a county in southwestern Michigan known for its mix of Lake Michigan shoreline, agricultural land, and small towns.
-
D.
Ottawa County
Ottawa County is a county in western Michigan known for its Lake Michigan shoreline, agricultural communities, and cities such as Holland and Grand Haven.
-
E.
Muskegon, Michigan
Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
- 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: Marquette County, Michigan Triple: [Marquette, Michigan, countySeatOf, Marquette County, Michigan]
Generated description
Marquette County, Michigan is a large county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and the city of Marquette as its principal urban and economic center.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Marquette County, Michigan Target entity description: Marquette County, Michigan is a large county in Michigan’s Upper Peninsula known for its Lake Superior shoreline, extensive forests, and the city of Marquette as its principal urban and economic center.
-
A.
Wayne County, Michigan
Wayne County, Michigan is a populous county in southeastern Michigan that includes Detroit and serves as a major industrial, transportation, and cultural hub of the Great Lakes region.
-
B.
Kent County, Michigan
Kent County, Michigan is a populous county in western Michigan best known for encompassing the city of Grand Rapids, a major regional economic and cultural center.
-
C.
Allegan County
Allegan County is a county in southwestern Michigan known for its mix of Lake Michigan shoreline, agricultural land, and small towns.
-
D.
Ottawa County
Ottawa County is a county in western Michigan known for its Lake Michigan shoreline, agricultural communities, and cities such as Holland and Grand Haven.
-
E.
Muskegon, Michigan
Muskegon, Michigan is a port city in western Michigan known for its Lake Michigan shoreline, maritime heritage, and recreational beaches.
- 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_69a257c4bf688190a46ebbf411ab7473 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25d39eb3881909f435043c8697f13 |
completed | Feb. 28, 2026, 3:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3765d90708190891d4fa15616a6b3 |
completed | Feb. 28, 2026, 11:12 p.m. |
| NEDg | Description generation | batch_69a376c686048190aec0abd9c6999663 |
completed | Feb. 28, 2026, 11:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a377aa34cc81908820a5c970d1ecf6 |
completed | Feb. 28, 2026, 11:18 p.m. |
Created at: Feb. 28, 2026, 2:54 a.m.