Triple
T11800404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Baraga County, Michigan |
E280607
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
United States Census Bureau’s Marquette, MI Micropolitan Statistical Area
The United States Census Bureau’s Marquette, MI Micropolitan Statistical Area is a federally defined region in Michigan centered on the city of Marquette that encompasses surrounding counties for the purpose of statistical analysis and regional planning.
|
E947887
|
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: United States Census Bureau’s Marquette, MI Micropolitan Statistical Area | Statement: [Baraga County, Michigan, partOf, United States Census Bureau’s Marquette, MI Micropolitan Statistical Area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau’s Marquette, MI Micropolitan Statistical Area Context triple: [Baraga County, Michigan, partOf, United States Census Bureau’s Marquette, MI Micropolitan Statistical Area]
-
A.
United States Census Bureau places in Michigan
United States Census Bureau places in Michigan are officially designated geographic areas within the state used for collecting, analyzing, and publishing demographic and economic data.
-
B.
United States Census Bureau metropolitan area of Petoskey micropolitan area
The United States Census Bureau metropolitan area of Petoskey micropolitan area is a statistical region in northern Michigan centered on the city of Petoskey that encompasses Emmet County and surrounding communities for demographic and economic analysis.
-
C.
State of Michigan metropolitan areas
The State of Michigan metropolitan areas are the officially defined urbanized regions and their surrounding communities across Michigan that serve as hubs for population, commerce, and regional services.
-
D.
U.S. Census Bureau’s Demopolis micropolitan area
The U.S. Census Bureau’s Demopolis micropolitan area is a small, Demopolis-centered regional population cluster in west-central Alabama used for statistical and economic analysis.
-
E.
Battle Creek, MI Metropolitan Statistical Area
The Battle Creek, MI Metropolitan Statistical Area is a U.S. Census-defined region in south-central Michigan centered on the city of Battle Creek and its surrounding communities.
- 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: United States Census Bureau’s Marquette, MI Micropolitan Statistical Area Triple: [Baraga County, Michigan, partOf, United States Census Bureau’s Marquette, MI Micropolitan Statistical Area]
Generated description
The United States Census Bureau’s Marquette, MI Micropolitan Statistical Area is a federally defined region in Michigan centered on the city of Marquette that encompasses surrounding counties for the purpose of statistical analysis and regional planning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau’s Marquette, MI Micropolitan Statistical Area Target entity description: The United States Census Bureau’s Marquette, MI Micropolitan Statistical Area is a federally defined region in Michigan centered on the city of Marquette that encompasses surrounding counties for the purpose of statistical analysis and regional planning.
-
A.
United States Census Bureau places in Michigan
United States Census Bureau places in Michigan are officially designated geographic areas within the state used for collecting, analyzing, and publishing demographic and economic data.
-
B.
United States Census Bureau metropolitan area of Petoskey micropolitan area
The United States Census Bureau metropolitan area of Petoskey micropolitan area is a statistical region in northern Michigan centered on the city of Petoskey that encompasses Emmet County and surrounding communities for demographic and economic analysis.
-
C.
State of Michigan metropolitan areas
The State of Michigan metropolitan areas are the officially defined urbanized regions and their surrounding communities across Michigan that serve as hubs for population, commerce, and regional services.
-
D.
U.S. Census Bureau’s Demopolis micropolitan area
The U.S. Census Bureau’s Demopolis micropolitan area is a small, Demopolis-centered regional population cluster in west-central Alabama used for statistical and economic analysis.
-
E.
Battle Creek, MI Metropolitan Statistical Area
The Battle Creek, MI Metropolitan Statistical Area is a U.S. Census-defined region in south-central Michigan centered on the city of Battle Creek and its surrounding communities.
- 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5a4512c8190b7782e1dee053000 |
completed | April 10, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f131110aa081909aa0b0d532e473a5 |
completed | April 28, 2026, 10:13 p.m. |
| NEDg | Description generation | batch_69f14e879aa88190a95f13e23dd346f4 |
completed | April 29, 2026, 12:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f156fa5cc48190a43c1d2e5df346fe |
completed | April 29, 2026, 12:55 a.m. |
Created at: April 8, 2026, 9:42 p.m.