Triple
T23301829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ontario Ministry of Municipal Affairs and Housing |
E590321
|
entity |
| Predicate | usesLegalFramework |
P3013
|
FINISHED |
| Object |
Development Charges Act
The Development Charges Act is an Ontario law that governs how municipalities can levy fees on new development to help pay for growth-related infrastructure and services.
|
E1580292
|
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: Development Charges Act | Statement: [Ontario Ministry of Municipal Affairs and Housing, usesLegalFramework, Development Charges Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Development Charges Act Context triple: [Ontario Ministry of Municipal Affairs and Housing, usesLegalFramework, Development Charges Act]
-
A.
Legal Services Act 2007
The Legal Services Act 2007 is a major UK statute that reformed the regulation of legal services, introducing new oversight bodies and frameworks to promote competition, consumer protection, and independent regulation of lawyers.
-
B.
Rates Act 1984
The Rates Act 1984 was a UK law that restricted local authorities’ power to raise property taxes, forming a key part of the Thatcher government’s efforts to curb local government spending.
-
C.
Digital Economy Act 2010
The Digital Economy Act 2010 is a UK law that regulates aspects of the digital and online environment, including copyright enforcement, internet access, and communications infrastructure.
-
D.
Legal Services Authorities Act, 1987
The Legal Services Authorities Act, 1987 is an Indian statute that establishes a nationwide framework for providing free and competent legal services to the weaker sections of society and for organizing Lok Adalats to ensure access to justice.
-
E.
Forster Act
The Forster Act was a landmark 19th-century British law that established the framework for compulsory, state-supported elementary education in England and Wales.
- 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: Development Charges Act Triple: [Ontario Ministry of Municipal Affairs and Housing, usesLegalFramework, Development Charges Act]
Generated description
The Development Charges Act is an Ontario law that governs how municipalities can levy fees on new development to help pay for growth-related infrastructure and services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Development Charges Act Target entity description: The Development Charges Act is an Ontario law that governs how municipalities can levy fees on new development to help pay for growth-related infrastructure and services.
-
A.
Legal Services Act 2007
The Legal Services Act 2007 is a major UK statute that reformed the regulation of legal services, introducing new oversight bodies and frameworks to promote competition, consumer protection, and independent regulation of lawyers.
-
B.
Rates Act 1984
The Rates Act 1984 was a UK law that restricted local authorities’ power to raise property taxes, forming a key part of the Thatcher government’s efforts to curb local government spending.
-
C.
Digital Economy Act 2010
The Digital Economy Act 2010 is a UK law that regulates aspects of the digital and online environment, including copyright enforcement, internet access, and communications infrastructure.
-
D.
Legal Services Authorities Act, 1987
The Legal Services Authorities Act, 1987 is an Indian statute that establishes a nationwide framework for providing free and competent legal services to the weaker sections of society and for organizing Lok Adalats to ensure access to justice.
-
E.
Forster Act
The Forster Act was a landmark 19th-century British law that established the framework for compulsory, state-supported elementary education in England and Wales.
- 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_69e25d1c0ecc8190a355aa229f06d0e0 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f196d37fd08190ad2d199c54324c02 |
completed | April 29, 2026, 5:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c4c9730908190960a47f7fee9e0c2 |
completed | May 19, 2026, 11:42 a.m. |
| NEDg | Description generation | batch_6a0c4ee292f08190a44326d433f37c65 |
completed | May 19, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c4f796b688190a8971ebd238e08f2 |
completed | May 19, 2026, 11:54 a.m. |
Created at: April 17, 2026, 5:04 p.m.