Triple

T21802127
Position Surface form Disambiguated ID Type / Status
Subject IOSCO Principles of Securities Regulation E538260 entity
Predicate hasComponent P35 FINISHED
Object Principle 92
Principle 92 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of credit rating agencies to support fair, efficient, and transparent securities markets.
E1502104 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: Principle 92 | Statement: [IOSCO Principles of Securities Regulation, hasComponent, Principle 92]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Principle 92
Context triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 92]
  • A. Principle 16
    Principle 16 is a key provision of the Rio Declaration on Environment and Development that establishes the “polluter pays” principle, calling for environmental costs to be internalized through appropriate economic instruments.
  • B. Principle XI
    Principle XI is a guideline within UN General Assembly Resolution 1541 (XV) that outlines conditions under which a non-self-governing territory can be said to have freely associated with an independent state as a valid form of self-government.
  • C. Santiago Principles
    The Santiago Principles are a set of voluntary global guidelines that promote transparency, good governance, accountability, and prudent investment practices for sovereign wealth funds.
  • D. Principle IX
    Principle IX is a guideline within UN General Assembly Resolution 1541 (XV) that outlines conditions under which a non-self-governing territory can freely associate with an independent state as a valid form of self-government.
  • E. Agenda 21
    Agenda 21 is a comprehensive, non-binding action plan adopted at the 1992 Earth Summit that outlines global, national, and local strategies for achieving sustainable development in the 21st century.
  • 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: Principle 92
Triple: [IOSCO Principles of Securities Regulation, hasComponent, Principle 92]
Generated description
Principle 92 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of credit rating agencies to support fair, efficient, and transparent securities markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Principle 92
Target entity description: Principle 92 is a standard within the IOSCO Principles of Securities Regulation that sets expectations for the oversight and regulation of credit rating agencies to support fair, efficient, and transparent securities markets.
  • A. Principle 16
    Principle 16 is a key provision of the Rio Declaration on Environment and Development that establishes the “polluter pays” principle, calling for environmental costs to be internalized through appropriate economic instruments.
  • B. Principle XI
    Principle XI is a guideline within UN General Assembly Resolution 1541 (XV) that outlines conditions under which a non-self-governing territory can be said to have freely associated with an independent state as a valid form of self-government.
  • C. Santiago Principles
    The Santiago Principles are a set of voluntary global guidelines that promote transparency, good governance, accountability, and prudent investment practices for sovereign wealth funds.
  • D. Principle IX
    Principle IX is a guideline within UN General Assembly Resolution 1541 (XV) that outlines conditions under which a non-self-governing territory can freely associate with an independent state as a valid form of self-government.
  • E. Agenda 21
    Agenda 21 is a comprehensive, non-binding action plan adopted at the 1992 Earth Summit that outlines global, national, and local strategies for achieving sustainable development in the 21st century.
  • 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_69e0c4733f4081909a86622e7e6d15d2 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0780062688190a6c3a2a0364f0f77 completed April 28, 2026, 9:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a3e827ad88190869f3c4797c80891 completed May 17, 2026, 10:17 p.m.
NEDg Description generation batch_6a0a3f4358d48190a88208a55d19a9ef completed May 17, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0a404206e0819080c640619cd277ab completed May 17, 2026, 10:25 p.m.
Created at: April 16, 2026, 6:53 p.m.