Triple
T4932784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Wisconsin–Superior |
E110735
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
Twin Ports region
The Twin Ports region is the bi-state metropolitan area centered around the neighboring port cities of Duluth, Minnesota, and Superior, Wisconsin, known for its major shipping facilities on Lake Superior.
|
E481875
|
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: Twin Ports region | Statement: [University of Wisconsin–Superior, regionServed, Twin Ports region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Twin Ports region Context triple: [University of Wisconsin–Superior, regionServed, Twin Ports region]
-
A.
Great Lakes Bay Region
The Great Lakes Bay Region is a mid-Michigan area centered around the Saginaw Bay that includes communities such as Saginaw, Bay City, and Midland and is known for its manufacturing, healthcare, and outdoor recreation.
-
B.
Lake of the Woods region
The Lake of the Woods region is a scenic area in northwestern Ontario and neighboring U.S. states, known for its vast freshwater lake, outdoor recreation, and cottage and fishing tourism.
-
C.
Calumet Region
The Calumet Region is an industrial and residential area around the southern tip of Lake Michigan, spanning parts of northwest Indiana and southeast Chicago, historically known for steel production, shipping, and heavy industry.
-
D.
Concordia region
The Concordia region is a famous confluence of major glaciers in Pakistan’s Karakoram range, serving as a key staging area for expeditions to K2, Gasherbrum I, and other high peaks.
-
E.
Five Lakes Region
The Five Lakes Region is a scenic area in Upper Bavaria, Germany, known for its cluster of picturesque lakes, recreational opportunities, and proximity to the Alps.
- 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: Twin Ports region Triple: [University of Wisconsin–Superior, regionServed, Twin Ports region]
Generated description
The Twin Ports region is the bi-state metropolitan area centered around the neighboring port cities of Duluth, Minnesota, and Superior, Wisconsin, known for its major shipping facilities on Lake Superior.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Twin Ports region Target entity description: The Twin Ports region is the bi-state metropolitan area centered around the neighboring port cities of Duluth, Minnesota, and Superior, Wisconsin, known for its major shipping facilities on Lake Superior.
-
A.
Great Lakes Bay Region
The Great Lakes Bay Region is a mid-Michigan area centered around the Saginaw Bay that includes communities such as Saginaw, Bay City, and Midland and is known for its manufacturing, healthcare, and outdoor recreation.
-
B.
Lake of the Woods region
The Lake of the Woods region is a scenic area in northwestern Ontario and neighboring U.S. states, known for its vast freshwater lake, outdoor recreation, and cottage and fishing tourism.
-
C.
Calumet Region
The Calumet Region is an industrial and residential area around the southern tip of Lake Michigan, spanning parts of northwest Indiana and southeast Chicago, historically known for steel production, shipping, and heavy industry.
-
D.
Concordia region
The Concordia region is a famous confluence of major glaciers in Pakistan’s Karakoram range, serving as a key staging area for expeditions to K2, Gasherbrum I, and other high peaks.
-
E.
Five Lakes Region
The Five Lakes Region is a scenic area in Upper Bavaria, Germany, known for its cluster of picturesque lakes, recreational opportunities, and proximity to the Alps.
- 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_69bd4415190c8190817bee7ec9f9f944 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd70652d988190ba4a493db510952e |
completed | March 20, 2026, 4:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be77b41c4c8190b4f714334242bc9b |
completed | March 21, 2026, 10:49 a.m. |
| NEDg | Description generation | batch_69be7b9611a881908e83086719406145 |
completed | March 21, 2026, 11:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be7ce630248190b274547eaa15fe85 |
completed | March 21, 2026, 11:11 a.m. |
Created at: March 20, 2026, 1:30 p.m.