Triple
T3302829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emmet County, Michigan |
E69373
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
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.
|
E347111
|
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 metropolitan area of Petoskey micropolitan area | Statement: [Emmet County, Michigan, partOf, United States Census Bureau metropolitan area of Petoskey micropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau metropolitan area of Petoskey micropolitan area Context triple: [Emmet County, Michigan, partOf, United States Census Bureau metropolitan area of Petoskey micropolitan area]
-
A.
United States Census Bureau metropolitan area of Bluefield micropolitan area
The United States Census Bureau metropolitan area of Bluefield micropolitan area is a small, federally defined labor and population center anchored by the city of Bluefield and surrounding communities, including Mercer County, West Virginia.
-
B.
United States Census Bureau Pittsburgh metropolitan statistical area
The United States Census Bureau Pittsburgh metropolitan statistical area is a federally defined region centered on Pittsburgh, Pennsylvania, used for statistical purposes to represent the broader urban and economic area surrounding the city.
-
C.
United States Office of Management and Budget metropolitan statistical area
The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
-
D.
United States Census Bureau designated areas
United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
-
E.
United States Census Bureau metropolitan statistical area of Jacksonville
The United States Census Bureau metropolitan statistical area of Jacksonville is a federally defined region centered on Jacksonville, Florida, that encompasses the city and surrounding counties for the purposes of demographic and economic analysis.
- 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 metropolitan area of Petoskey micropolitan area Triple: [Emmet County, Michigan, partOf, United States Census Bureau metropolitan area of Petoskey micropolitan area]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States Census Bureau metropolitan area of Petoskey micropolitan area Target entity description: 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.
-
A.
United States Census Bureau metropolitan area of Bluefield micropolitan area
The United States Census Bureau metropolitan area of Bluefield micropolitan area is a small, federally defined labor and population center anchored by the city of Bluefield and surrounding communities, including Mercer County, West Virginia.
-
B.
United States Census Bureau Pittsburgh metropolitan statistical area
The United States Census Bureau Pittsburgh metropolitan statistical area is a federally defined region centered on Pittsburgh, Pennsylvania, used for statistical purposes to represent the broader urban and economic area surrounding the city.
-
C.
United States Office of Management and Budget metropolitan statistical area
The United States Office of Management and Budget metropolitan statistical area is a regionally defined urbanized area and its surrounding communities designated by the U.S. Office of Management and Budget for federal statistical and administrative purposes.
-
D.
United States Census Bureau designated areas
United States Census Bureau designated areas are specific geographic regions defined by the Census Bureau for the purpose of collecting, analyzing, and publishing statistical data about the population and economy.
-
E.
United States Census Bureau metropolitan statistical area of Jacksonville
The United States Census Bureau metropolitan statistical area of Jacksonville is a federally defined region centered on Jacksonville, Florida, that encompasses the city and surrounding counties for the purposes of demographic and economic analysis.
- 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_69ad859e529c8190a404273f53cb487d |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0a9450481909f0d630e5593085e |
completed | March 8, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3df7f548190ada47f742df46545 |
completed | March 12, 2026, 5:11 p.m. |
| NEDg | Description generation | batch_69b3006293248190952c5a53d9afa4e7 |
completed | March 12, 2026, 6:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b313ddfb1081909719dd584846c6ed |
completed | March 12, 2026, 7:28 p.m. |
Created at: March 8, 2026, 3:11 p.m.