Triple

T10508404
Position Surface form Disambiguated ID Type / Status
Subject Port State E247842 entity
Predicate cooperatesThrough P435 FINISHED
Object Paris Memorandum of Understanding on Port State Control
The Paris Memorandum of Understanding on Port State Control is an international agreement among maritime nations to coordinate inspections of foreign ships in their ports to enforce safety, environmental, and labor standards.
E867974 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: Paris Memorandum of Understanding on Port State Control | Statement: [Port State, cooperatesThrough, Paris Memorandum of Understanding on Port State Control]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paris Memorandum of Understanding on Port State Control
Context triple: [Port State, cooperatesThrough, Paris Memorandum of Understanding on Port State Control]
  • A. Convention for the Suppression of Unlawful Acts against the Safety of Maritime Navigation
    The Convention for the Suppression of Unlawful Acts against the Safety of Maritime Navigation is an international treaty that criminalizes acts of violence and terrorism against ships and maritime navigation to enhance security at sea.
  • B. Protocol for the Suppression of Unlawful Acts against the Safety of Fixed Platforms Located on the Continental Shelf
    The Protocol for the Suppression of Unlawful Acts against the Safety of Fixed Platforms Located on the Continental Shelf is an international treaty that criminalizes and seeks to prevent terrorist and other unlawful attacks against offshore fixed platforms used for activities such as oil and gas exploration.
  • C. 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.
  • D. Convention on the Harmonization of Frontier Controls of Goods
    The Convention on the Harmonization of Frontier Controls of Goods is a United Nations treaty that streamlines and coordinates customs and border procedures to facilitate international trade and transport.
  • E. Voluntary Intermodal Sealift Agreement
    The Voluntary Intermodal Sealift Agreement is a U.S. government program that secures access to commercial shipping and intermodal transportation resources from private carriers to support national defense and emergency sealift requirements.
  • 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: Paris Memorandum of Understanding on Port State Control
Triple: [Port State, cooperatesThrough, Paris Memorandum of Understanding on Port State Control]
Generated description
The Paris Memorandum of Understanding on Port State Control is an international agreement among maritime nations to coordinate inspections of foreign ships in their ports to enforce safety, environmental, and labor standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paris Memorandum of Understanding on Port State Control
Target entity description: The Paris Memorandum of Understanding on Port State Control is an international agreement among maritime nations to coordinate inspections of foreign ships in their ports to enforce safety, environmental, and labor standards.
  • A. Convention for the Suppression of Unlawful Acts against the Safety of Maritime Navigation
    The Convention for the Suppression of Unlawful Acts against the Safety of Maritime Navigation is an international treaty that criminalizes acts of violence and terrorism against ships and maritime navigation to enhance security at sea.
  • B. Protocol for the Suppression of Unlawful Acts against the Safety of Fixed Platforms Located on the Continental Shelf
    The Protocol for the Suppression of Unlawful Acts against the Safety of Fixed Platforms Located on the Continental Shelf is an international treaty that criminalizes and seeks to prevent terrorist and other unlawful attacks against offshore fixed platforms used for activities such as oil and gas exploration.
  • C. 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.
  • D. Convention on the Harmonization of Frontier Controls of Goods
    The Convention on the Harmonization of Frontier Controls of Goods is a United Nations treaty that streamlines and coordinates customs and border procedures to facilitate international trade and transport.
  • E. Voluntary Intermodal Sealift Agreement
    The Voluntary Intermodal Sealift Agreement is a U.S. government program that secures access to commercial shipping and intermodal transportation resources from private carriers to support national defense and emergency sealift requirements.
  • 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_69d381c4aa948190942e1d803143fb0e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509b287ac8190805a2375bd16b7ae completed April 7, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dce30d788190b4a40340b9200b10 completed April 10, 2026, 11:20 a.m.
NEDg Description generation batch_69d8e8ca94508190a2a6beca7f01fbd8 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d9020bce488190b78e555cdd5caec4 completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:26 p.m.