Triple

T4681833
Position Surface form Disambiguated ID Type / Status
Subject Port of Berbera E103819 entity
Predicate hasDevelopmentPartner P1136 FINISHED
Object DP World E122539 NE FINISHED

How this triple was built (3 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: DP World | Statement: [Port of Berbera, hasDevelopmentPartner, DP World]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DP World
Context triple: [Port of Berbera, hasDevelopmentPartner, DP World]
  • A. DP World chosen
    DP World is a Dubai-based global logistics and port operator that manages ports, economic zones, and supply chain services across numerous countries.
  • B. AD Ports Group
    AD Ports Group is a leading United Arab Emirates–based ports, logistics, and maritime services company that develops and operates key trade and industrial hubs across the region.
  • C. Corporación Quiport
    Corporación Quiport is a private consortium responsible for managing and developing airport services and infrastructure in Quito, Ecuador.
  • D. APM Terminals
    APM Terminals is a global port and terminal operating company within the A.P. Moller–Maersk Group, managing a worldwide network of container terminals and related logistics services.
  • E. Darwin Port Corporation
    Darwin Port Corporation was the government-owned entity responsible for managing and operating the Port of Darwin in Australia's Northern Territory before its later lease to private operators.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasDevelopmentPartner
Context triple: [Port of Berbera, hasDevelopmentPartner, DP World]
  • A. hasDevelopmentOrganization
    Indicates that an entity is associated with, managed by, or supported by a specific organization responsible for its development.
  • B. hasPartner chosen
    Indicates that one entity is in a partner relationship (such as romantic, life, or business partnership) with another entity.
  • C. hasDevelopmentType
    Indicates the type or category of development associated with an entity, such as the nature, form, or stage of its development.
  • D. hasNetworkPartner
    Indicates that an entity is connected to another entity through a formal or recognized network partnership relationship.
  • E. hasDevelopmentSystem
    Indicates that one entity possesses, uses, or is associated with a particular system, platform, or environment used for development activities.
  • F. None of above.

Provenance (4 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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd67c9c3c08190a6c4944cdd1362a8 completed March 20, 2026, 3:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69be1056abf081908aadaea8d9f22860 completed March 21, 2026, 3:28 a.m.
PD Predicate disambiguation batch_69bd6217e0088190836570522e324dc6 completed March 20, 2026, 3:04 p.m.
Created at: March 20, 2026, 1:16 p.m.