Triple

T336965
Position Surface form Disambiguated ID Type / Status
Subject ISM Code E6749 entity
Predicate fullName P16 FINISHED
Object 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.
E45478 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: International Management Code for the Safe Operation of Ships and for Pollution Prevention | Statement: [ISM Code, fullName, International Management Code for the Safe Operation of Ships and for Pollution Prevention]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: International Management Code for the Safe Operation of Ships and for Pollution Prevention
Context triple: [ISM Code, fullName, International Management Code for the Safe Operation of Ships and for Pollution Prevention]
  • A. International Convention for the Prevention of Pollution from Ships
    The International Convention for the Prevention of Pollution from Ships (MARPOL) is the primary global treaty that sets standards to prevent and minimize pollution from ships, including oil, chemicals, sewage, garbage, and air emissions.
  • B. 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.
  • C. 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.
  • D. Convention on Facilitation of International Maritime Traffic
    The Convention on Facilitation of International Maritime Traffic is an international treaty that streamlines and standardizes administrative procedures in shipping to reduce delays and enhance the efficiency of maritime transport.
  • E. International Convention on Load Lines
    The International Convention on Load Lines is a key maritime safety treaty that sets minimum freeboard and related stability standards to ensure ships maintain sufficient reserve buoyancy and seaworthiness.
  • 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: International Management Code for the Safe Operation of Ships and for Pollution Prevention
Triple: [ISM Code, fullName, International Management Code for the Safe Operation of Ships and for Pollution Prevention]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: International Management Code for the Safe Operation of Ships and for Pollution Prevention
Target entity description: 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.
  • A. International Convention for the Prevention of Pollution from Ships
    The International Convention for the Prevention of Pollution from Ships (MARPOL) is the primary global treaty that sets standards to prevent and minimize pollution from ships, including oil, chemicals, sewage, garbage, and air emissions.
  • B. 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.
  • C. 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.
  • D. Convention on Facilitation of International Maritime Traffic
    The Convention on Facilitation of International Maritime Traffic is an international treaty that streamlines and standardizes administrative procedures in shipping to reduce delays and enhance the efficiency of maritime transport.
  • E. International Convention on Load Lines
    The International Convention on Load Lines is a key maritime safety treaty that sets minimum freeboard and related stability standards to ensure ships maintain sufficient reserve buoyancy and seaworthiness.
  • 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_69a2e79434908190a9d5afe415153ad9 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eac950388190829875a07d821ddf completed Feb. 28, 2026, 1:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e572e9c48190b177b363ed8a8404 completed March 1, 2026, 7:06 a.m.
NEDg Description generation batch_69a3e5b24a3c8190a07157325ed40960 completed March 1, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69a3e60a742481908c69fe016283c83a completed March 1, 2026, 7:08 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.