Triple
T17612070
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Canton city government |
E428986
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
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.
|
E1277677
|
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: Canton Planning and Zoning Department | Statement: [Canton city government, oversees, Canton Planning and Zoning Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Canton Planning and Zoning Department Context triple: [Canton city government, oversees, Canton Planning and Zoning Department]
-
A.
Canton city government
The Canton city government is the municipal authority responsible for administering public services, local policies, and governance for the city of Canton, Mississippi.
-
B.
Canton Township Board of Trustees
The Canton Township Board of Trustees is the elected legislative and policy-making body responsible for overseeing local governance, budgeting, and ordinances in Canton Township, Michigan.
-
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.
Montgomery County Planning Department
The Montgomery County Planning Department is the public agency responsible for land use planning, development review, and long-range community planning in Montgomery County, Maryland.
-
E.
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.
- 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: Canton Planning and Zoning Department Triple: [Canton city government, oversees, Canton Planning and Zoning Department]
Generated description
The Canton Planning and Zoning Department is a municipal agency responsible for guiding land use, development, and zoning decisions within the city of Canton.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Canton Planning and Zoning Department Target entity description: The Canton Planning and Zoning Department is a municipal agency responsible for guiding land use, development, and zoning decisions within the city of Canton.
-
A.
Canton city government
The Canton city government is the municipal authority responsible for administering public services, local policies, and governance for the city of Canton, Mississippi.
-
B.
Canton Township Board of Trustees
The Canton Township Board of Trustees is the elected legislative and policy-making body responsible for overseeing local governance, budgeting, and ordinances in Canton Township, Michigan.
-
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.
Montgomery County Planning Department
The Montgomery County Planning Department is the public agency responsible for land use planning, development review, and long-range community planning in Montgomery County, Maryland.
-
E.
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.
- 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_69d889e1c6148190ba76241e74688f8b |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46d2dfa688190a0b9b396bb6133cc |
completed | April 19, 2026, 5:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01e8241cb481909ebb91e24c6eaf63 |
completed | May 11, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_6a01ee1a291c81909fa432ccc787028f |
completed | May 11, 2026, 2:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01eec7e00c81908d88be9f88e924c8 |
completed | May 11, 2026, 2:59 p.m. |
Created at: April 10, 2026, 5:51 a.m.