Triple

T14016050
Position Surface form Disambiguated ID Type / Status
Subject RIC E337206 entity
Predicate associatedWithRegulation P58840 FINISHED
Object 46 CFR Subchapter M
46 CFR Subchapter M is a U.S. Coast Guard regulatory framework that establishes safety, inspection, and operational requirements for towing vessels operating in U.S. waters.
E1074550 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: 46 CFR Subchapter M | Statement: [RIC, associatedWithRegulation, 46 CFR Subchapter M]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 46 CFR Subchapter M
Context triple: [RIC, associatedWithRegulation, 46 CFR Subchapter M]
  • A. Annex 5 Discharges from Vessels
    Annex 5 Discharges from Vessels is a component of the Great Lakes Water Quality Agreement that sets out binational rules and standards to control and reduce pollution from ships in the Great Lakes.
  • B. SOLAS Chapter XI-2 requirements
    SOLAS Chapter XI-2 requirements are international maritime security standards under the SOLAS Convention that establish mandatory measures to enhance the protection of ships and port facilities against security threats.
  • C. Passenger Vessel Services Act
    The Passenger Vessel Services Act is a U.S. federal law that restricts the transportation of passengers between U.S. ports to vessels that are U.S.-built, U.S.-owned, and U.S.-crewed, significantly shaping domestic maritime and cruise operations.
  • D. 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.
  • E. 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.
  • 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: 46 CFR Subchapter M
Triple: [RIC, associatedWithRegulation, 46 CFR Subchapter M]
Generated description
46 CFR Subchapter M is a U.S. Coast Guard regulatory framework that establishes safety, inspection, and operational requirements for towing vessels operating in U.S. waters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 46 CFR Subchapter M
Target entity description: 46 CFR Subchapter M is a U.S. Coast Guard regulatory framework that establishes safety, inspection, and operational requirements for towing vessels operating in U.S. waters.
  • A. Annex 5 Discharges from Vessels
    Annex 5 Discharges from Vessels is a component of the Great Lakes Water Quality Agreement that sets out binational rules and standards to control and reduce pollution from ships in the Great Lakes.
  • B. SOLAS Chapter XI-2 requirements
    SOLAS Chapter XI-2 requirements are international maritime security standards under the SOLAS Convention that establish mandatory measures to enhance the protection of ships and port facilities against security threats.
  • C. Passenger Vessel Services Act
    The Passenger Vessel Services Act is a U.S. federal law that restricts the transportation of passengers between U.S. ports to vessels that are U.S.-built, U.S.-owned, and U.S.-crewed, significantly shaping domestic maritime and cruise operations.
  • D. 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.
  • E. 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.
  • 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_69d81c6543a48190bd5ba93d7419e797 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2f396b648190927e5718c3bb6511 completed April 14, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbacac12608190a5e3d970ec3cda45 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbb4df903481908a760e6d7f47b15b completed May 6, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_69fbb5a9abd88190b06abae5c7eff647 completed May 6, 2026, 9:42 p.m.
Created at: April 9, 2026, 10:19 p.m.