Triple
T21118584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Benson government |
E520362
|
entity |
| Predicate | hasSubdivision |
P747
|
FINISHED |
| Object |
Benson planning and zoning department
The Benson planning and zoning department is the municipal office responsible for guiding land use, development, and zoning regulations within the Town of Benson.
|
E1468172
|
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: Benson planning and zoning department | Statement: [Town of Benson government, hasSubdivision, Benson planning and zoning department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benson planning and zoning department Context triple: [Town of Benson government, hasSubdivision, Benson planning and zoning department]
-
A.
Canton Planning and Zoning Department
The Canton Planning and Zoning Department is a municipal agency responsible for guiding land use, development, and zoning decisions within the city of Canton.
-
B.
Planning Department (Baltimore City)
The Planning Department of Baltimore City is the municipal agency responsible for guiding the city’s physical development, land use, and long-term urban planning policies.
-
C.
Alexandria Department of Planning and Zoning
The Alexandria Department of Planning and Zoning is the municipal agency responsible for guiding land use, development, and urban planning policy in the City of Alexandria.
-
D.
Dennis Planning Department
The Dennis Planning Department is a municipal agency in Dennis, Massachusetts responsible for guiding land use, development, and long-range community planning within the town.
-
E.
Greenfield Planning Department
The Greenfield Planning Department is a municipal agency responsible for guiding land use, development, and long-term community planning within the City of Greenfield.
- 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: Benson planning and zoning department Triple: [Town of Benson government, hasSubdivision, Benson planning and zoning department]
Generated description
The Benson planning and zoning department is the municipal office responsible for guiding land use, development, and zoning regulations within the Town of Benson.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benson planning and zoning department Target entity description: The Benson planning and zoning department is the municipal office responsible for guiding land use, development, and zoning regulations within the Town of Benson.
-
A.
Canton Planning and Zoning Department
The Canton Planning and Zoning Department is a municipal agency responsible for guiding land use, development, and zoning decisions within the city of Canton.
-
B.
Planning Department (Baltimore City)
The Planning Department of Baltimore City is the municipal agency responsible for guiding the city’s physical development, land use, and long-term urban planning policies.
-
C.
Alexandria Department of Planning and Zoning
The Alexandria Department of Planning and Zoning is the municipal agency responsible for guiding land use, development, and urban planning policy in the City of Alexandria.
-
D.
Dennis Planning Department
The Dennis Planning Department is a municipal agency in Dennis, Massachusetts responsible for guiding land use, development, and long-range community planning within the town.
-
E.
Greenfield Planning Department
The Greenfield Planning Department is a municipal agency responsible for guiding land use, development, and long-term community planning within the City of Greenfield.
- 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_69e0b50a623881909c0bbaf4f2c055e7 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7223176c48190bfbaea41c2209a15 |
completed | April 21, 2026, 7:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0965e5b04c8190addaa49cb9f6ad06 |
completed | May 17, 2026, 6:53 a.m. |
| NEDg | Description generation | batch_6a0969cd36b081909e24ab92c0b2ab0a |
completed | May 17, 2026, 7:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a096b373290819082f45e68772a81e4 |
completed | May 17, 2026, 7:16 a.m. |
Created at: April 16, 2026, 2:55 p.m.