Triple
T4855823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Williams Bay, Wisconsin |
E108533
|
entity |
| Predicate | hasEmergencyService |
P464
|
FINISHED |
| Object |
Williams Bay Fire Department
The Williams Bay Fire Department is the local fire and emergency response agency serving the village of Williams Bay, Wisconsin.
|
E108533
|
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: Williams Bay Fire Department | Statement: [Williams Bay, Wisconsin, hasEmergencyService, Williams Bay Fire Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Williams Bay Fire Department Context triple: [Williams Bay, Wisconsin, hasEmergencyService, Williams Bay Fire Department]
-
A.
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.
-
B.
Williams Bay, Wisconsin
Williams Bay, Wisconsin is a small village on the shores of Geneva Lake best known as the home of the historic Yerkes Observatory.
-
C.
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.
-
D.
Portage Valley
Portage Valley is a scenic glacial valley in Southcentral Alaska known for its dramatic mountain views, numerous glaciers, and outdoor recreation opportunities.
-
E.
Rock Island, Wisconsin
Rock Island, Wisconsin is a small, remote island in Lake Michigan known for its state park, historic lighthouse, and lack of cars or modern development.
- 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: Williams Bay Fire Department Triple: [Williams Bay, Wisconsin, hasEmergencyService, Williams Bay Fire Department]
Generated description
The Williams Bay Fire Department is the local fire and emergency response agency serving the village of Williams Bay, Wisconsin.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Williams Bay Fire Department Target entity description: The Williams Bay Fire Department is the local fire and emergency response agency serving the village of Williams Bay, Wisconsin.
-
A.
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.
-
B.
Williams Bay, Wisconsin
chosen
Williams Bay, Wisconsin is a small village on the shores of Geneva Lake best known as the home of the historic Yerkes Observatory.
-
C.
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.
-
D.
Portage Valley
Portage Valley is a scenic glacial valley in Southcentral Alaska known for its dramatic mountain views, numerous glaciers, and outdoor recreation opportunities.
-
E.
Rock Island, Wisconsin
Rock Island, Wisconsin is a small, remote island in Lake Michigan known for its state park, historic lighthouse, and lack of cars or modern development.
- F. None of above.
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_69bd440a89548190a5f14ba6da6b97dc |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6d3df75c8190830e2c927cc5a4f8 |
completed | March 20, 2026, 3:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5ce7385c8190897fd2343c0ebeed |
completed | March 21, 2026, 8:55 a.m. |
| NEDg | Description generation | batch_69be5dadcec88190bf9a272c4a9aef9a |
completed | March 21, 2026, 8:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be6159ff7c8190baa116240f76dea5 |
completed | March 21, 2026, 9:14 a.m. |
Created at: March 20, 2026, 1:26 p.m.