Triple

T15305228
Position Surface form Disambiguated ID Type / Status
Subject HMR E365880 entity
Predicate relatedTo P37 FINISHED
Object International Maritime Dangerous Goods Code
The International Maritime Dangerous Goods Code is a globally recognized set of regulations that governs the safe transport of hazardous materials by sea, including classification, packaging, labeling, and documentation requirements.
E1150595 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 Maritime Dangerous Goods Code | Statement: [HMR, relatedTo, International Maritime Dangerous Goods Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: International Maritime Dangerous Goods Code
Context triple: [HMR, relatedTo, International Maritime Dangerous Goods Code]
  • A. 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.
  • B. IMO Polar Code
    The IMO Polar Code is an international regulatory framework adopted by the International Maritime Organization that sets mandatory safety and environmental standards for ships operating in Arctic and Antarctic waters.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 Maritime Dangerous Goods Code
Triple: [HMR, relatedTo, International Maritime Dangerous Goods Code]
Generated description
The International Maritime Dangerous Goods Code is a globally recognized set of regulations that governs the safe transport of hazardous materials by sea, including classification, packaging, labeling, and documentation requirements.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: International Maritime Dangerous Goods Code
Target entity description: The International Maritime Dangerous Goods Code is a globally recognized set of regulations that governs the safe transport of hazardous materials by sea, including classification, packaging, labeling, and documentation requirements.
  • A. 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.
  • B. IMO Polar Code
    The IMO Polar Code is an international regulatory framework adopted by the International Maritime Organization that sets mandatory safety and environmental standards for ships operating in Arctic and Antarctic waters.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d85a113ee881908e297a1d38dd79fa completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03ccef14c819099c5ebe962e7f867 completed April 16, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69fef89d961481909be8dcc2864982c9 completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefa339f988190b470e052c853e4f8 completed May 9, 2026, 9:11 a.m.
NED2 Entity disambiguation (via description) batch_69fefac48df08190ad58e9d455546a57 completed May 9, 2026, 9:13 a.m.
Created at: April 10, 2026, 3:16 a.m.