Triple

T2596271
Position Surface form Disambiguated ID Type / Status
Subject Vanderbijlpark E58237 entity
Predicate namedAfter P63 FINISHED
Object Hendrik van der Bijl
Hendrik van der Bijl was a prominent South African electrical engineer and industrialist who played a key role in developing the country’s power and steel industries.
E346910 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: Hendrik van der Bijl | Statement: [Vanderbijlpark, namedAfter, Hendrik van der Bijl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hendrik van der Bijl
Context triple: [Vanderbijlpark, namedAfter, Hendrik van der Bijl]
  • A. Adriaan Louw
    Adriaan Louw is a South African-born physical therapist and pain scientist known for his work on pain neuroscience education and chronic pain management.
  • B. Hendrik Schoeman
    Hendrik Schoeman was a prominent South African politician and Boer leader who served as a government minister in the South African Republic during the late 19th century.
  • C. Hendrik Louw
    Hendrik Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
  • D. Henri van Breda
    Henri van Breda is a South African man convicted of murdering his parents and brother with an axe in a high-profile 2015 family massacre in Stellenbosch.
  • E. Ben Viljoen
    Ben Viljoen was a prominent Boer general and political figure who played a key leadership role in the Second Boer War against the British.
  • 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: Hendrik van der Bijl
Triple: [Vanderbijlpark, namedAfter, Hendrik van der Bijl]
Generated description
Hendrik van der Bijl was a prominent South African electrical engineer and industrialist who played a key role in developing the country’s power and steel industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hendrik van der Bijl
Target entity description: Hendrik van der Bijl was a prominent South African electrical engineer and industrialist who played a key role in developing the country’s power and steel industries.
  • A. Adriaan Louw
    Adriaan Louw is a South African-born physical therapist and pain scientist known for his work on pain neuroscience education and chronic pain management.
  • B. Hendrik Schoeman
    Hendrik Schoeman was a prominent South African politician and Boer leader who served as a government minister in the South African Republic during the late 19th century.
  • C. Hendrik Louw
    Hendrik Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
  • D. Henri van Breda
    Henri van Breda is a South African man convicted of murdering his parents and brother with an axe in a high-profile 2015 family massacre in Stellenbosch.
  • E. Ben Viljoen
    Ben Viljoen was a prominent Boer general and political figure who played a key leadership role in the Second Boer War against the British.
  • 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_69ab4ac14040819098b13f4a27d5c8ff completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd42b3cd4819093b2cab78de1f66c completed March 7, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69b2f3a133848190a8585a4d9cde0396 completed March 12, 2026, 5:10 p.m.
NEDg Description generation batch_69b2fa6edd6c8190a398e622c1c8600c completed March 12, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69b31413fa2481908a52237df05e6fe6 completed March 12, 2026, 7:29 p.m.
Created at: March 6, 2026, 9:49 p.m.