Triple
T2127234
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hmong American |
E46454
|
entity |
| Predicate | majorSettlement |
P316
|
FINISHED |
| Object |
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.
|
E247558
|
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: Wausau, Wisconsin | Statement: [Hmong American, majorSettlement, Wausau, Wisconsin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wausau, Wisconsin Context triple: [Hmong American, majorSettlement, Wausau, Wisconsin]
-
A.
Waukesha, Wisconsin
Waukesha, Wisconsin is a suburban city west of Milwaukee known for its historic downtown, former mineral springs resorts, and location along the Fox River.
-
B.
Mukwonago, Wisconsin
Mukwonago, Wisconsin is a village in Waukesha County known for its small-town character, proximity to the Milwaukee metropolitan area, and access to nearby lakes, parks, and natural waterways.
-
C.
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.
-
D.
Burlington, Wisconsin
Burlington, Wisconsin is a small city in southeastern Wisconsin known for its historic downtown, chocolate festival, and location along the Fox River.
-
E.
Bayfield, Wisconsin
Bayfield, Wisconsin is a small lakeside city on the shores of Lake Superior known as the gateway to the Apostle Islands National Lakeshore.
- 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: Wausau, Wisconsin Triple: [Hmong American, majorSettlement, Wausau, Wisconsin]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wausau, Wisconsin Target entity description: 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.
-
A.
Waukesha, Wisconsin
Waukesha, Wisconsin is a suburban city west of Milwaukee known for its historic downtown, former mineral springs resorts, and location along the Fox River.
-
B.
Mukwonago, Wisconsin
Mukwonago, Wisconsin is a village in Waukesha County known for its small-town character, proximity to the Milwaukee metropolitan area, and access to nearby lakes, parks, and natural waterways.
-
C.
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.
-
D.
Burlington, Wisconsin
Burlington, Wisconsin is a small city in southeastern Wisconsin known for its historic downtown, chocolate festival, and location along the Fox River.
-
E.
Bayfield, Wisconsin
Bayfield, Wisconsin is a small lakeside city on the shores of Lake Superior known as the gateway to the Apostle Islands National Lakeshore.
- 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_69a88a1626548190ae59a5028c3baa8e |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbb75033881909b16659fc73945ef |
completed | March 7, 2026, 5:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6aec3694819090d0e7cf02944aa3 |
completed | March 9, 2026, 6:38 a.m. |
| NEDg | Description generation | batch_69ae6c1bc7e4819081b7eedf5391e733 |
completed | March 9, 2026, 6:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6c88f64c81908586682d1fd8cd26 |
completed | March 9, 2026, 6:45 a.m. |
Created at: March 4, 2026, 7:44 p.m.