Triple

T9486333
Position Surface form Disambiguated ID Type / Status
Subject IMO codes and guidelines on noxious liquid substances E228770 entity
Predicate includes P1393 FINISHED
Object BCH Code
The BCH Code is an international maritime safety standard that sets design, construction, and equipment requirements for ships carrying dangerous or noxious liquid chemicals in bulk.
E802227 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: BCH Code | Statement: [IMO codes and guidelines on noxious liquid substances, includes, BCH Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BCH Code
Context triple: [IMO codes and guidelines on noxious liquid substances, includes, BCH Code]
  • A. Hamming code
    Hamming code is a family of error-detecting and error-correcting binary codes that enable the automatic detection and correction of single-bit errors in transmitted or stored data.
  • B. Golay code
    The Golay code is a highly symmetric, perfect error-correcting code in coding theory, notable for its deep connections to sporadic simple groups, sphere packings, and the Leech lattice.
  • C. BCH
    BCH is a leading pediatric medical center and teaching hospital in Boston renowned for its specialized care for children and groundbreaking research.
  • D. BCH
    BCH is the cryptocurrency ticker symbol for Bitcoin Cash, a blockchain-based digital currency that forked from Bitcoin to offer faster and cheaper transactions.
  • E. extended binary Golay code
    The extended binary Golay code is a famous 24-bit error-correcting code with exceptional symmetry and optimal properties, central to constructions in coding theory and lattice theory such as the Leech lattice.
  • 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: BCH Code
Triple: [IMO codes and guidelines on noxious liquid substances, includes, BCH Code]
Generated description
The BCH Code is an international maritime safety standard that sets design, construction, and equipment requirements for ships carrying dangerous or noxious liquid chemicals in bulk.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BCH Code
Target entity description: The BCH Code is an international maritime safety standard that sets design, construction, and equipment requirements for ships carrying dangerous or noxious liquid chemicals in bulk.
  • A. Hamming code
    Hamming code is a family of error-detecting and error-correcting binary codes that enable the automatic detection and correction of single-bit errors in transmitted or stored data.
  • B. Golay code
    The Golay code is a highly symmetric, perfect error-correcting code in coding theory, notable for its deep connections to sporadic simple groups, sphere packings, and the Leech lattice.
  • C. BCH
    BCH is a leading pediatric medical center and teaching hospital in Boston renowned for its specialized care for children and groundbreaking research.
  • D. BCH
    BCH is the cryptocurrency ticker symbol for Bitcoin Cash, a blockchain-based digital currency that forked from Bitcoin to offer faster and cheaper transactions.
  • E. extended binary Golay code
    The extended binary Golay code is a famous 24-bit error-correcting code with exceptional symmetry and optimal properties, central to constructions in coding theory and lattice theory such as the Leech lattice.
  • 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_69ca84730a5081908de282651019bf2f completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd8051303881909566126a2688e41c completed April 1, 2026, 8:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12d1326b8819084c6d9490b7a96dc completed April 4, 2026, 3:24 p.m.
NEDg Description generation batch_69d12df73e3c819095f69e2b61989bb1 completed April 4, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69d12e6ed8988190bd1f4b6881db5e63 completed April 4, 2026, 3:29 p.m.
Created at: March 30, 2026, 7:55 p.m.