Triple

T4637740
Position Surface form Disambiguated ID Type / Status
Subject Port of Djibouti E101574 entity
Predicate near P350 FINISHED
Object Doraleh Multipurpose Port
Doraleh Multipurpose Port is a major modern seaport complex in Djibouti that handles diverse cargo types and serves as a key logistics hub for trade along the Red Sea and Horn of Africa.
 E460586 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: Doraleh Multipurpose Port | Statement: [Port of Djibouti, near, Doraleh Multipurpose Port]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doraleh Multipurpose Port
Context triple: [Port of Djibouti, near, Doraleh Multipurpose Port]
  • A. Hamriyah Port
    Hamriyah Port is a major deep-water commercial and industrial port in the Emirate of Sharjah in the United Arab Emirates, serving as a key hub for trade and maritime activities in the region.
  • B. Yanbu Commercial Port
    Yanbu Commercial Port is a major Red Sea seaport in western Saudi Arabia that serves as a key hub for regional trade and industrial shipping.
  • C. Port of Tema
    The Port of Tema is Ghana’s largest and busiest seaport, serving as a major hub for maritime trade and cargo handling in West Africa.
  • D. Lekki Deep Sea Port
    Lekki Deep Sea Port is a major modern deep-water seaport in Lagos State, Nigeria, designed as a key maritime and logistics hub for West Africa.
  • E. Aden Container Terminal
    Aden Container Terminal is a major modern container-handling facility within Yemen’s Port of Aden, serving as a key hub for regional and international maritime trade.
  • 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: Doraleh Multipurpose Port
Triple: [Port of Djibouti, near, Doraleh Multipurpose Port]
Generated description
Doraleh Multipurpose Port is a major modern seaport complex in Djibouti that handles diverse cargo types and serves as a key logistics hub for trade along the Red Sea and Horn of Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doraleh Multipurpose Port
Target entity description: Doraleh Multipurpose Port is a major modern seaport complex in Djibouti that handles diverse cargo types and serves as a key logistics hub for trade along the Red Sea and Horn of Africa.
  • A. Hamriyah Port
    Hamriyah Port is a major deep-water commercial and industrial port in the Emirate of Sharjah in the United Arab Emirates, serving as a key hub for trade and maritime activities in the region.
  • B. Yanbu Commercial Port
    Yanbu Commercial Port is a major Red Sea seaport in western Saudi Arabia that serves as a key hub for regional trade and industrial shipping.
  • C. Port of Tema
    The Port of Tema is Ghana’s largest and busiest seaport, serving as a major hub for maritime trade and cargo handling in West Africa.
  • D. Lekki Deep Sea Port
    Lekki Deep Sea Port is a major modern deep-water seaport in Lagos State, Nigeria, designed as a key maritime and logistics hub for West Africa.
  • E. Aden Container Terminal
    Aden Container Terminal is a major modern container-handling facility within Yemen’s Port of Aden, serving as a key hub for regional and international maritime trade.
  • 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_69bd43d2f1c081908cd4b7ec48ecc73d completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a64214481908a207e8070cc7a45 completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69be036d7aa081908b4b361dbae8ebc7 completed March 21, 2026, 2:33 a.m.
NEDg Description generation batch_69be0542daf08190b792855c8129ac50 completed March 21, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_69be05c1dcd48190a08a5748e86a5ac8 completed March 21, 2026, 2:43 a.m.
Created at: March 20, 2026, 1:13 p.m.