Triple

T6441831
Position Surface form Disambiguated ID Type / Status
Subject Richards Bay E138242 entity
Predicate portManagedBy P70648 FINISHED
Object Transnet National Ports Authority E459938 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: Transnet National Ports Authority | Statement: [Richards Bay, portManagedBy, Transnet National Ports Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transnet National Ports Authority
Context triple: [Richards Bay, portManagedBy, Transnet National Ports Authority]
  • A. Transnet National Ports Authority chosen
    Transnet National Ports Authority is South Africa’s state-owned ports authority responsible for managing and controlling the country’s major commercial seaports.
  • B. Transnet Freight Rail
    Transnet Freight Rail is South Africa’s state-owned freight rail transport company, operating an extensive national rail network that moves bulk commodities and general cargo.
  • C. Maputo Port Development Company
    Maputo Port Development Company is a public-private joint venture responsible for managing, developing, and modernizing Mozambique’s Port of Maputo as a key regional logistics hub.
  • D. Pilbara Ports Authority
    Pilbara Ports Authority is a Western Australian government agency that manages and operates major bulk export ports in the Pilbara region, including the world-leading iron ore port of Port Hedland.
  • E. Hutchison Ports
    Hutchison Ports is a global port operator and logistics company that manages a network of container terminals and related facilities across multiple continents.
  • 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: portManagedBy
Context triple: [Richards Bay, portManagedBy, Transnet National Ports Authority]
  • A. isPartOfNetworkManagedBy
    Indicates that an entity belongs to and operates under the control or administration of a specific network management authority or system.
  • B. nearbyManagedBy
    Indicates that one entity is located close to another entity that has management or administrative responsibility over it.
  • C. distributionManagedBy
    Indicates that the distribution of something (such as goods, content, or resources) is overseen, controlled, or administered by a particular agent or organization.
  • D. exchangeControlManagedBy
    Indicates that the management or oversight of an exchange’s operations or controls is carried out by a specified managing entity.
  • E. laterManagedBy
    Indicates that an entity was, at a subsequent time, managed or overseen by another entity.
  • 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_69c008aa61ac8190bc96715ed79fe2d8 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c06989dfb88190b25ff8b2c53f3ced completed March 22, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64bc48220819092b0b63a616289e9 completed March 27, 2026, 9:20 a.m.
PD Predicate disambiguation batch_69c060f96980819091bab9335922a457 completed March 22, 2026, 9:36 p.m.
PDg Predicate description generation batch_69c0623e3cd48190929b0e3cba013909 completed March 22, 2026, 9:42 p.m.
Created at: March 22, 2026, 4:46 p.m.