Triple
T3571529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northeastern Wisconsin |
E75581
|
entity |
| Predicate | containsCity |
P294
|
FINISHED |
| Object |
Sheboygan, Wisconsin
Sheboygan, Wisconsin is a city on the western shore of Lake Michigan known for its maritime heritage, bratwurst culture, and freshwater surfing.
|
E393073
|
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: Sheboygan, Wisconsin | Statement: [Northeastern Wisconsin, containsCity, Sheboygan, Wisconsin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sheboygan, Wisconsin Context triple: [Northeastern Wisconsin, containsCity, Sheboygan, Wisconsin]
-
A.
Chippewa Falls, Wisconsin
Chippewa Falls, Wisconsin is a small city in northwestern Wisconsin known for its historic lumber and brewing industries and its scenic location along the Chippewa River.
-
B.
Wausau, Wisconsin
Wausau, Wisconsin is a small city in north-central Wisconsin known for its significant Hmong American community, outdoor recreation, and regional economic and cultural role.
-
C.
Fond du Lac, Wisconsin
Fond du Lac, Wisconsin is a small city in east-central Wisconsin known as a regional commercial center at the southern tip of Lake Winnebago.
-
D.
Marinette, Wisconsin
Marinette, Wisconsin is a small industrial city in northeastern Wisconsin on the shore of Green Bay, known historically for shipbuilding and its location opposite Menominee, Michigan.
-
E.
Eau Claire, Wisconsin
Eau Claire, Wisconsin is a small city in western Wisconsin known for its vibrant indie music scene and as the hometown of the band Bon Iver.
- 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: Sheboygan, Wisconsin Triple: [Northeastern Wisconsin, containsCity, Sheboygan, Wisconsin]
Generated description
Sheboygan, Wisconsin is a city on the western shore of Lake Michigan known for its maritime heritage, bratwurst culture, and freshwater surfing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sheboygan, Wisconsin Target entity description: Sheboygan, Wisconsin is a city on the western shore of Lake Michigan known for its maritime heritage, bratwurst culture, and freshwater surfing.
-
A.
Chippewa Falls, Wisconsin
Chippewa Falls, Wisconsin is a small city in northwestern Wisconsin known for its historic lumber and brewing industries and its scenic location along the Chippewa River.
-
B.
Wausau, Wisconsin
Wausau, Wisconsin is a small city in north-central Wisconsin known for its significant Hmong American community, outdoor recreation, and regional economic and cultural role.
-
C.
Fond du Lac, Wisconsin
Fond du Lac, Wisconsin is a small city in east-central Wisconsin known as a regional commercial center at the southern tip of Lake Winnebago.
-
D.
Marinette, Wisconsin
Marinette, Wisconsin is a small industrial city in northeastern Wisconsin on the shore of Green Bay, known historically for shipbuilding and its location opposite Menominee, Michigan.
-
E.
Eau Claire, Wisconsin
Eau Claire, Wisconsin is a small city in western Wisconsin known for its vibrant indie music scene and as the hometown of the band Bon Iver.
- 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_69ad85d512708190829c8b2d3a2ccfb8 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc0c32624819097a96b3d62e3d8f0 |
completed | March 8, 2026, 6:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b503dbed588190abe9ca45b1ff68f8 |
completed | March 14, 2026, 6:44 a.m. |
| NEDg | Description generation | batch_69b507a2a1bc819080843ed3cbb132cb |
completed | March 14, 2026, 7 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5090e87d881908c2e84f4a6402113 |
completed | March 14, 2026, 7:06 a.m. |
Created at: March 8, 2026, 3:21 p.m.