Triple

T435019
Position Surface form Disambiguated ID Type / Status
Subject International Convention on Standards of Training, Certification and Watchkeeping for Seafarers E9792 entity
Predicate amendedBy P1121 FINISHED
Object 1995 STCW amendments
The 1995 STCW amendments are a major revision to the international maritime training and certification standards that introduced stricter competency-based requirements and enforcement mechanisms for seafarers worldwide.
E9792 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: 1995 STCW amendments | Statement: [International Convention on Standards of Training, Certification and Watchkeeping for Seafarers, amendedBy, 1995 STCW amendments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 1995 STCW amendments
Context triple: [International Convention on Standards of Training, Certification and Watchkeeping for Seafarers, amendedBy, 1995 STCW amendments]
  • A. International Convention on Standards of Training, Certification and Watchkeeping for Seafarers
    The International Convention on Standards of Training, Certification and Watchkeeping for Seafarers (STCW) is a global maritime treaty that sets minimum qualification standards for masters, officers and watch personnel on seagoing merchant ships to ensure safety at sea and protection of the marine environment.
  • B. International Management Code for the Safe Operation of Ships and for Pollution Prevention
    The International Management Code for the Safe Operation of Ships and for Pollution Prevention (ISM Code) is an international maritime safety and environmental protection standard that requires shipping companies to implement structured safety management systems for their vessels.
  • C. International Convention for the Safety of Life at Sea
    The International Convention for the Safety of Life at Sea (SOLAS) is a key international maritime treaty that sets minimum safety standards for the construction, equipment, and operation of ships to ensure the safety of life at sea.
  • D. IMO Facilitation Convention amendments
    The IMO Facilitation Convention amendments are updates to the International Maritime Organization’s treaty aimed at streamlining maritime traffic, reducing administrative burdens, and enhancing the efficiency of ship and port operations worldwide.
  • E. 1997 Protocol to MARPOL
    The 1997 Protocol to MARPOL is an amendment to the International Convention for the Prevention of Pollution from Ships that introduced Annex VI, setting international limits on air pollution and emissions from ships.
  • 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: 1995 STCW amendments
Triple: [International Convention on Standards of Training, Certification and Watchkeeping for Seafarers, amendedBy, 1995 STCW amendments]
Generated description
The 1995 STCW amendments are a major revision to the international maritime training and certification standards that introduced stricter competency-based requirements and enforcement mechanisms for seafarers worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 1995 STCW amendments
Target entity description: The 1995 STCW amendments are a major revision to the international maritime training and certification standards that introduced stricter competency-based requirements and enforcement mechanisms for seafarers worldwide.
  • A. International Convention on Standards of Training, Certification and Watchkeeping for Seafarers chosen
    The International Convention on Standards of Training, Certification and Watchkeeping for Seafarers (STCW) is a global maritime treaty that sets minimum qualification standards for masters, officers and watch personnel on seagoing merchant ships to ensure safety at sea and protection of the marine environment.
  • B. International Management Code for the Safe Operation of Ships and for Pollution Prevention
    The International Management Code for the Safe Operation of Ships and for Pollution Prevention (ISM Code) is an international maritime safety and environmental protection standard that requires shipping companies to implement structured safety management systems for their vessels.
  • C. International Convention for the Safety of Life at Sea
    The International Convention for the Safety of Life at Sea (SOLAS) is a key international maritime treaty that sets minimum safety standards for the construction, equipment, and operation of ships to ensure the safety of life at sea.
  • D. IMO Facilitation Convention amendments
    The IMO Facilitation Convention amendments are updates to the International Maritime Organization’s treaty aimed at streamlining maritime traffic, reducing administrative burdens, and enhancing the efficiency of ship and port operations worldwide.
  • E. 1997 Protocol to MARPOL
    The 1997 Protocol to MARPOL is an amendment to the International Convention for the Prevention of Pollution from Ships that introduced Annex VI, setting international limits on air pollution and emissions from ships.
  • F. None of above.

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_69a2e801e1d48190b505d1dd336b52ac completed Feb. 28, 2026, 1:05 p.m.
NER Named-entity recognition batch_69a2ef0b6e0c8190ad6a335ee804829c completed Feb. 28, 2026, 1:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4366d2ec881908d8c0b28e4ca55fc completed March 1, 2026, 12:51 p.m.
NEDg Description generation batch_69a436bb57848190a56dc2c340ea6229 completed March 1, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69a4372b4c3c8190a5ccfe0d9325d9ef completed March 1, 2026, 12:55 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.