Triple

T1060766
Position Surface form Disambiguated ID Type / Status
Subject United Nations Conference on Trade and Development E22900 entity
Predicate notableWork P4 FINISHED
Object Review of Maritime Transport
Review of Maritime Transport is an annual UNCTAD publication that analyzes global maritime trade, shipping trends, and related policy issues.
E119533 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: Review of Maritime Transport | Statement: [United Nations Conference on Trade and Development, notableWork, Review of Maritime Transport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Review of Maritime Transport
Context triple: [United Nations Conference on Trade and Development, notableWork, Review of Maritime Transport]
  • A. Annex on Maritime Transport Services
    The Annex on Maritime Transport Services is a specialized component of the WTO’s services framework that sets out disciplines and commitments governing international maritime transport and related services.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Review of Maritime Transport
Triple: [United Nations Conference on Trade and Development, notableWork, Review of Maritime Transport]
Generated description
Review of Maritime Transport is an annual UNCTAD publication that analyzes global maritime trade, shipping trends, and related policy issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Review of Maritime Transport
Target entity description: Review of Maritime Transport is an annual UNCTAD publication that analyzes global maritime trade, shipping trends, and related policy issues.
  • A. Annex on Maritime Transport Services
    The Annex on Maritime Transport Services is a specialized component of the WTO’s services framework that sets out disciplines and commitments governing international maritime transport and related services.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69a493dada0481909c43649f9843ea91 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8f3f98c819096338198d9f30491 completed March 1, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bd3400c8190b84e88073f19beba completed March 7, 2026, 2:53 p.m.
NEDg Description generation batch_69ac3ca9b5d88190816980f964f7e947 completed March 7, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d6298708190b3eaff1c1e366e5a completed March 7, 2026, 2:59 p.m.
Created at: March 1, 2026, 7:42 p.m.