Triple
T7848135
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waukesha County, Wisconsin |
E181970
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object |
New Berlin, Wisconsin
New Berlin, Wisconsin is a suburban city in southeastern Wisconsin known for its residential communities, parks, and light industrial and commercial areas within the Milwaukee metropolitan region.
|
E698659
|
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: New Berlin, Wisconsin | Statement: [Waukesha County, Wisconsin, hasCity, New Berlin, Wisconsin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Berlin, Wisconsin Context triple: [Waukesha County, Wisconsin, hasCity, New Berlin, Wisconsin]
-
A.
Germantown, Wisconsin
Germantown, Wisconsin is a suburban village in southeastern Wisconsin known for its residential communities, local parks, and proximity to the Milwaukee metropolitan area.
-
B.
Burlington, Wisconsin
Burlington, Wisconsin is a small city in southeastern Wisconsin known for its historic downtown, chocolate festival, and location along the Fox River.
-
C.
Thiensville, Wisconsin
Thiensville, Wisconsin is a small village in Ozaukee County that forms part of the Milwaukee metropolitan area and is known for its historic downtown and riverside setting.
-
D.
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.
-
E.
Greenfield, Wisconsin
Greenfield, Wisconsin is a suburban city in Milwaukee County known for its residential neighborhoods, parks, and proximity to the city of Milwaukee.
- 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: New Berlin, Wisconsin Triple: [Waukesha County, Wisconsin, hasCity, New Berlin, Wisconsin]
Generated description
New Berlin, Wisconsin is a suburban city in southeastern Wisconsin known for its residential communities, parks, and light industrial and commercial areas within the Milwaukee metropolitan region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Berlin, Wisconsin Target entity description: New Berlin, Wisconsin is a suburban city in southeastern Wisconsin known for its residential communities, parks, and light industrial and commercial areas within the Milwaukee metropolitan region.
-
A.
Germantown, Wisconsin
Germantown, Wisconsin is a suburban village in southeastern Wisconsin known for its residential communities, local parks, and proximity to the Milwaukee metropolitan area.
-
B.
Burlington, Wisconsin
Burlington, Wisconsin is a small city in southeastern Wisconsin known for its historic downtown, chocolate festival, and location along the Fox River.
-
C.
Thiensville, Wisconsin
Thiensville, Wisconsin is a small village in Ozaukee County that forms part of the Milwaukee metropolitan area and is known for its historic downtown and riverside setting.
-
D.
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.
-
E.
Greenfield, Wisconsin
Greenfield, Wisconsin is a suburban city in Milwaukee County known for its residential neighborhoods, parks, and proximity to the city of Milwaukee.
- 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb18e7f5988190808ae4dcfbc06991 |
completed | March 31, 2026, 12:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5afbb02481909008eb295c4825c1 |
completed | March 31, 2026, 5:26 a.m. |
| NEDg | Description generation | batch_69cb5def38e88190864d84abd7959aa3 |
completed | March 31, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb766e41fc8190a08f07d04774053a |
completed | March 31, 2026, 7:23 a.m. |
Created at: March 30, 2026, 4:49 p.m.