Triple
T19808098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tonka Bay |
E475867
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Tonka Bay city government
Tonka Bay city government is the municipal authority responsible for local governance, services, and policy-making in the city of Tonka Bay, Minnesota.
|
E1395537
|
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: Tonka Bay city government | Statement: [Tonka Bay, governingBody, Tonka Bay city government]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tonka Bay city government Context triple: [Tonka Bay, governingBody, Tonka Bay city government]
-
A.
Thunder Bay City Council
Thunder Bay City Council is the municipal legislative body responsible for setting policies, passing bylaws, and overseeing local governance in the city of Thunder Bay, Ontario.
-
B.
Chisago City, Minnesota
Chisago City, Minnesota is a small lakeside community in eastern Minnesota known for its scenic natural surroundings and proximity to the Twin Cities metropolitan area.
-
C.
City of Harbor Springs
The City of Harbor Springs is a small lakeside municipality in northern Michigan known for its scenic waterfront, tourism, and local governance of community facilities and services.
-
D.
Milwaukee city government
The Milwaukee city government is the municipal governing body responsible for administering public services, local laws, and policy for the city of Milwaukee, Wisconsin.
-
E.
Bay Lake City Council
The Bay Lake City Council is the municipal governing body responsible for local legislation and administration in the small, Disney-controlled city of Bay Lake, Florida.
- 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: Tonka Bay city government Triple: [Tonka Bay, governingBody, Tonka Bay city government]
Generated description
Tonka Bay city government is the municipal authority responsible for local governance, services, and policy-making in the city of Tonka Bay, Minnesota.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tonka Bay city government Target entity description: Tonka Bay city government is the municipal authority responsible for local governance, services, and policy-making in the city of Tonka Bay, Minnesota.
-
A.
Thunder Bay City Council
Thunder Bay City Council is the municipal legislative body responsible for setting policies, passing bylaws, and overseeing local governance in the city of Thunder Bay, Ontario.
-
B.
Chisago City, Minnesota
Chisago City, Minnesota is a small lakeside community in eastern Minnesota known for its scenic natural surroundings and proximity to the Twin Cities metropolitan area.
-
C.
City of Harbor Springs
The City of Harbor Springs is a small lakeside municipality in northern Michigan known for its scenic waterfront, tourism, and local governance of community facilities and services.
-
D.
Milwaukee city government
The Milwaukee city government is the municipal governing body responsible for administering public services, local laws, and policy for the city of Milwaukee, Wisconsin.
-
E.
Bay Lake City Council
The Bay Lake City Council is the municipal governing body responsible for local legislation and administration in the small, Disney-controlled city of Bay Lake, Florida.
- 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_69d8e51bc4208190a1c57d8c5d1b15e4 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65429fec8819091e20908101b50eb |
completed | April 20, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07c50e7bbc81908808e8e734f6a360 |
completed | May 16, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_6a07c6c26e708190aeb42569dc5e107c |
completed | May 16, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07c7549de08190916e3e48125beebb |
completed | May 16, 2026, 1:24 a.m. |
Created at: April 10, 2026, 1:49 p.m.