Triple
T4054725
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Singapore law |
E84665
|
entity |
| Predicate | hasDataProtectionStatute |
P21621
|
FINISHED |
| Object |
Personal Data Protection Act
The Personal Data Protection Act is Singapore’s primary data protection law that governs the collection, use, and disclosure of individuals’ personal data by organizations.
|
E411357
|
NE FINISHED |
How this triple was built (5 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: Personal Data Protection Act | Statement: [Singapore law, hasDataProtectionStatute, Personal Data Protection Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Personal Data Protection Act Context triple: [Singapore law, hasDataProtectionStatute, Personal Data Protection Act]
-
A.
Data Protection Act 2018
The Data Protection Act 2018 is the UK’s primary data protection law that implements and supplements the EU GDPR framework, setting rules for how personal data must be collected, used, and safeguarded.
-
B.
Joint Committee on Personal Data Protection Bill
The Joint Committee on Personal Data Protection Bill was a parliamentary panel in India tasked with examining and recommending changes to the country’s proposed comprehensive data protection legislation.
-
C.
Privacy Act (Canada)
The Privacy Act (Canada) is a federal law that governs how Canadian government institutions collect, use, and disclose personal information about individuals.
-
D.
GDPR
The GDPR (General Data Protection Regulation) is a comprehensive European Union data protection law that governs how organizations collect, process, and store personal data of individuals in the EU.
-
E.
Data Protection Directive 95/46/EC
The Data Protection Directive 95/46/EC was a foundational European Union law that established early comprehensive rules for the protection of personal data and privacy across EU member states before being superseded by the GDPR.
- 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: Personal Data Protection Act Triple: [Singapore law, hasDataProtectionStatute, Personal Data Protection Act]
Generated description
The Personal Data Protection Act is Singapore’s primary data protection law that governs the collection, use, and disclosure of individuals’ personal data by organizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Personal Data Protection Act Target entity description: The Personal Data Protection Act is Singapore’s primary data protection law that governs the collection, use, and disclosure of individuals’ personal data by organizations.
-
A.
Data Protection Act 2018
The Data Protection Act 2018 is the UK’s primary data protection law that implements and supplements the EU GDPR framework, setting rules for how personal data must be collected, used, and safeguarded.
-
B.
Joint Committee on Personal Data Protection Bill
The Joint Committee on Personal Data Protection Bill was a parliamentary panel in India tasked with examining and recommending changes to the country’s proposed comprehensive data protection legislation.
-
C.
Privacy Act (Canada)
The Privacy Act (Canada) is a federal law that governs how Canadian government institutions collect, use, and disclose personal information about individuals.
-
D.
GDPR
The GDPR (General Data Protection Regulation) is a comprehensive European Union data protection law that governs how organizations collect, process, and store personal data of individuals in the EU.
-
E.
Data Protection Directive 95/46/EC
The Data Protection Directive 95/46/EC was a foundational European Union law that established early comprehensive rules for the protection of personal data and privacy across EU member states before being superseded by the GDPR.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasDataProtectionStatute Context triple: [Singapore law, hasDataProtectionStatute, Personal Data Protection Act]
-
A.
hasDataProtectionAuthority
Indicates that an entity is subject to, overseen by, or associated with a specific data protection authority responsible for regulating its handling of personal data.
-
B.
isProtectedByLawIn
Indicates that an entity is safeguarded or granted legal protection within a specified jurisdiction or legal framework.
-
C.
hasConfidentialityObligation
Indicates that an entity is bound by a duty to keep certain information secret and not disclose it to unauthorized parties.
-
D.
hasSpecialStatute
chosen
Indicates that a subject is governed by, or associated with, a specific legal or regulatory statute that grants it particular rules, status, or treatment distinct from general provisions.
-
E.
hasRegulations
Indicates that one entity imposes, contains, or is associated with rules or regulatory requirements that govern the behavior or operation of another entity.
- F. None of above.
Provenance (6 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_69aed933bec881909edfa28ebb69c634 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefbaa84b88190856e179266769e6d |
completed | March 9, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b562a0f19c819084d23c3802ce8ca6 |
completed | March 14, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_69b5666c19f4819084f7e584e34f82c2 |
completed | March 14, 2026, 1:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b566cd444081908e61d131abd93d6d |
completed | March 14, 2026, 1:46 p.m. |
| PD | Predicate disambiguation | batch_69aef90249e4819095e9e043bc4aa9a6 |
completed | March 9, 2026, 4:44 p.m. |
Created at: March 9, 2026, 3:38 p.m.