Triple
T3183627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shawano County, Wisconsin |
E66647
|
entity |
| Predicate | borders |
P224
|
FINISHED |
| Object |
Langlade County, Wisconsin
Langlade County, Wisconsin is a largely rural county in north-central Wisconsin known for its forests, lakes, and outdoor recreation opportunities, with Antigo as its county seat.
|
E346785
|
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: Langlade County, Wisconsin | Statement: [Shawano County, Wisconsin, borders, Langlade County, Wisconsin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langlade County, Wisconsin Context triple: [Shawano County, Wisconsin, borders, Langlade County, Wisconsin]
-
A.
Bayfield County, Wisconsin
Bayfield County, Wisconsin is a sparsely populated county in northern Wisconsin known for its Lake Superior shoreline, forests, and the Apostle Islands National Lakeshore.
-
B.
Outagamie County, Wisconsin
Outagamie County, Wisconsin is a county in east-central Wisconsin known for its county seat of Appleton and its mix of urban, suburban, and agricultural communities.
-
C.
Waupaca County, Wisconsin
Waupaca County, Wisconsin is a predominantly rural county in central Wisconsin known for its lakes, forests, and small communities, with Waupaca as its county seat.
-
D.
Chippewa County, Wisconsin
Chippewa County, Wisconsin is a county in the western part of the state known for its mix of small cities, rural communities, and natural resources including forests, rivers, and lakes.
-
E.
Marinette County, Wisconsin
Marinette County, Wisconsin is a county in northeastern Wisconsin known historically as one of the areas devastated by the 1871 Peshtigo Fire.
- 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: Langlade County, Wisconsin Triple: [Shawano County, Wisconsin, borders, Langlade County, Wisconsin]
Generated description
Langlade County, Wisconsin is a largely rural county in north-central Wisconsin known for its forests, lakes, and outdoor recreation opportunities, with Antigo as its county seat.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langlade County, Wisconsin Target entity description: Langlade County, Wisconsin is a largely rural county in north-central Wisconsin known for its forests, lakes, and outdoor recreation opportunities, with Antigo as its county seat.
-
A.
Bayfield County, Wisconsin
Bayfield County, Wisconsin is a sparsely populated county in northern Wisconsin known for its Lake Superior shoreline, forests, and the Apostle Islands National Lakeshore.
-
B.
Outagamie County, Wisconsin
Outagamie County, Wisconsin is a county in east-central Wisconsin known for its county seat of Appleton and its mix of urban, suburban, and agricultural communities.
-
C.
Waupaca County, Wisconsin
Waupaca County, Wisconsin is a predominantly rural county in central Wisconsin known for its lakes, forests, and small communities, with Waupaca as its county seat.
-
D.
Chippewa County, Wisconsin
Chippewa County, Wisconsin is a county in the western part of the state known for its mix of small cities, rural communities, and natural resources including forests, rivers, and lakes.
-
E.
Marinette County, Wisconsin
Marinette County, Wisconsin is a county in northeastern Wisconsin known historically as one of the areas devastated by the 1871 Peshtigo Fire.
- 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_69ad8587c1bc8190a2595f2c22ee1001 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada6bea1788190bbce7cb52f8e72e8 |
completed | March 8, 2026, 4:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3b513248190a94c2f7642151515 |
completed | March 12, 2026, 5:11 p.m. |
| NEDg | Description generation | batch_69b2f846f1ec8190826f299cc18384f1 |
completed | March 12, 2026, 5:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3135d102881908b9693846cc00762 |
completed | March 12, 2026, 7:26 p.m. |
Created at: March 8, 2026, 3:06 p.m.