Triple

T6974972
Position Surface form Disambiguated ID Type / Status
Subject Tanzania–Zambia Railway E161693 entity
Predicate avoidsDependenceOn P17548 FINISHED
Object South African ports
South African ports are major maritime gateways on Africa’s southern coast that handle significant regional and international trade, particularly for landlocked and neighboring countries.
E633693 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: South African ports | Statement: [Tanzania–Zambia Railway, avoidsDependenceOn, South African ports]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South African ports
Context triple: [Tanzania–Zambia Railway, avoidsDependenceOn, South African ports]
  • A. Port of Benoni
    The Port of Benoni is a key ferry and passenger gateway on Camiguin Island in the Philippines, serving as one of the island’s main entry and exit points to nearby provinces.
  • B. Port of Durban
    The Port of Durban is Africa’s busiest and largest container port, serving as a major gateway for maritime trade on the east coast of South Africa.
  • C. Port of Ngqura
    The Port of Ngqura is a deep-water commercial seaport near Gqeberha (Port Elizabeth) in South Africa, serving as a major container and transshipment hub on the country’s southeastern coast.
  • D. Port of Port Elizabeth
    The Port of Port Elizabeth is a major South African seaport on Algoa Bay that handles containers, bulk cargo, and automotive exports, serving as a key hub for regional and international trade.
  • E. South African Ports Act
    The South African Ports Act is the primary national legislation that regulates and oversees the management, operation, and development of the country’s commercial seaports.
  • 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: South African ports
Triple: [Tanzania–Zambia Railway, avoidsDependenceOn, South African ports]
Generated description
South African ports are major maritime gateways on Africa’s southern coast that handle significant regional and international trade, particularly for landlocked and neighboring countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South African ports
Target entity description: South African ports are major maritime gateways on Africa’s southern coast that handle significant regional and international trade, particularly for landlocked and neighboring countries.
  • A. Port of Benoni
    The Port of Benoni is a key ferry and passenger gateway on Camiguin Island in the Philippines, serving as one of the island’s main entry and exit points to nearby provinces.
  • B. Port of Durban
    The Port of Durban is Africa’s busiest and largest container port, serving as a major gateway for maritime trade on the east coast of South Africa.
  • C. Port of Ngqura
    The Port of Ngqura is a deep-water commercial seaport near Gqeberha (Port Elizabeth) in South Africa, serving as a major container and transshipment hub on the country’s southeastern coast.
  • D. Port of Port Elizabeth
    The Port of Port Elizabeth is a major South African seaport on Algoa Bay that handles containers, bulk cargo, and automotive exports, serving as a key hub for regional and international trade.
  • E. South African Ports Act
    The South African Ports Act is the primary national legislation that regulates and oversees the management, operation, and development of the country’s commercial seaports.
  • 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_69c68854a0d88190bc0bf82263f1afce completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1d144648190b7e6558246b013e3 completed March 27, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c761a6bbdc81908c96871f151db279 completed March 28, 2026, 5:05 a.m.
NEDg Description generation batch_69c7639074f48190bc095f18fc35c08b completed March 28, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_69c76435fd2c819099143ea12f21d095 completed March 28, 2026, 5:16 a.m.
Created at: March 27, 2026, 2:31 p.m.