Triple
T7847986
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southeastern Wisconsin |
E181969
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Muskego
Muskego is a suburban city in Waukesha County, Wisconsin, known for its residential communities and numerous lakes and parks.
|
E714832
|
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: Muskego | Statement: [Southeastern Wisconsin, hasMajorCity, Muskego]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Muskego Context triple: [Southeastern Wisconsin, hasMajorCity, Muskego]
-
A.
Portage Valley
Portage Valley is a scenic glacial valley in Southcentral Alaska known for its dramatic mountain views, numerous glaciers, and outdoor recreation opportunities.
-
B.
Oak Creek
Oak Creek is a master-planned residential village within the city of Irvine, California, known for its suburban neighborhoods, parks, and community amenities.
-
C.
Oak Creek
Oak Creek is a suburban city in Milwaukee County, Wisconsin, known for its residential communities, industrial parks, and proximity to Milwaukee and Lake Michigan.
-
D.
Oak Creek
Oak Creek is a scenic stream in northern Arizona known for flowing through the red rock canyons around Sedona and supporting popular recreation and wildlife habitats.
-
E.
River Falls
River Falls is a small town located in Covington County, Alabama, known for its rural character and proximity to the Conecuh River.
- 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: Muskego Triple: [Southeastern Wisconsin, hasMajorCity, Muskego]
Generated description
Muskego is a suburban city in Waukesha County, Wisconsin, known for its residential communities and numerous lakes and parks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Muskego Target entity description: Muskego is a suburban city in Waukesha County, Wisconsin, known for its residential communities and numerous lakes and parks.
-
A.
Portage Valley
Portage Valley is a scenic glacial valley in Southcentral Alaska known for its dramatic mountain views, numerous glaciers, and outdoor recreation opportunities.
-
B.
Oak Creek
Oak Creek is a master-planned residential village within the city of Irvine, California, known for its suburban neighborhoods, parks, and community amenities.
-
C.
Oak Creek
Oak Creek is a suburban city in Milwaukee County, Wisconsin, known for its residential communities, industrial parks, and proximity to Milwaukee and Lake Michigan.
-
D.
Oak Creek
Oak Creek is a scenic stream in northern Arizona known for flowing through the red rock canyons around Sedona and supporting popular recreation and wildlife habitats.
-
E.
River Falls
River Falls is a small town located in Covington County, Alabama, known for its rural character and proximity to the Conecuh River.
- 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_69ccbda1033c819088372a46a74c575d |
completed | April 1, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ccc24a39f88190995f076d1a7ec3e7 |
completed | April 1, 2026, 6:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccc37f0ca88190b4e077f23dbbe6f8 |
completed | April 1, 2026, 7:04 a.m. |
Created at: March 30, 2026, 4:49 p.m.