Triple

T2055142
Position Surface form Disambiguated ID Type / Status
Subject Annex II E45656 entity
Predicate linkedTo P37 FINISHED
Object IMO codes and guidelines on noxious liquid substances
IMO codes and guidelines on noxious liquid substances are international regulatory instruments that classify, control, and set safety and environmental standards for the carriage of hazardous liquid chemicals in bulk by sea.
E228770 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: IMO codes and guidelines on noxious liquid substances | Statement: [Annex II, linkedTo, IMO codes and guidelines on noxious liquid substances]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: IMO codes and guidelines on noxious liquid substances
Context triple: [Annex II, linkedTo, IMO codes and guidelines on noxious liquid substances]
  • A. 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.
  • B. 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.
  • C. Annex IV Prevention of Marine Pollution
    Annex IV Prevention of Marine Pollution is a component of the Protocol on Environmental Protection to the Antarctic Treaty that establishes rules to prevent and control marine pollution in Antarctic waters.
  • D. Protocol on Preparedness, Response and Co-operation to Pollution Incidents by Hazardous and Noxious Substances
    The Protocol on Preparedness, Response and Co-operation to Pollution Incidents by Hazardous and Noxious Substances is an international maritime treaty that strengthens global measures for preventing, preparing for, and responding to pollution incidents involving hazardous and noxious substances other than oil.
  • E. International Convention on Oil Pollution Preparedness, Response and Co-operation
    The International Convention on Oil Pollution Preparedness, Response and Co-operation is a global maritime treaty that establishes measures for preventing, preparing for, and responding to oil pollution incidents through international collaboration and contingency planning.
  • 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: IMO codes and guidelines on noxious liquid substances
Triple: [Annex II, linkedTo, IMO codes and guidelines on noxious liquid substances]
Generated description
IMO codes and guidelines on noxious liquid substances are international regulatory instruments that classify, control, and set safety and environmental standards for the carriage of hazardous liquid chemicals in bulk by sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: IMO codes and guidelines on noxious liquid substances
Target entity description: IMO codes and guidelines on noxious liquid substances are international regulatory instruments that classify, control, and set safety and environmental standards for the carriage of hazardous liquid chemicals in bulk by sea.
  • A. 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.
  • B. 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.
  • C. Annex IV Prevention of Marine Pollution
    Annex IV Prevention of Marine Pollution is a component of the Protocol on Environmental Protection to the Antarctic Treaty that establishes rules to prevent and control marine pollution in Antarctic waters.
  • D. Protocol on Preparedness, Response and Co-operation to Pollution Incidents by Hazardous and Noxious Substances
    The Protocol on Preparedness, Response and Co-operation to Pollution Incidents by Hazardous and Noxious Substances is an international maritime treaty that strengthens global measures for preventing, preparing for, and responding to pollution incidents involving hazardous and noxious substances other than oil.
  • E. International Convention on Oil Pollution Preparedness, Response and Co-operation
    The International Convention on Oil Pollution Preparedness, Response and Co-operation is a global maritime treaty that establishes measures for preventing, preparing for, and responding to oil pollution incidents through international collaboration and contingency planning.
  • 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9a9ce548190a5a3488fafb2e79e completed March 7, 2026, 5:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae200eb09881908bbfe47ebb62f55e completed March 9, 2026, 1:19 a.m.
NEDg Description generation batch_69ae20cb479c8190853d0d954af16887 completed March 9, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69ae21614e74819093617a355f0857c8 completed March 9, 2026, 1:24 a.m.
Created at: March 4, 2026, 7:40 p.m.