Triple

T9509875
Position Surface form Disambiguated ID Type / Status
Subject Sir Theophilus Shepstone E229364 entity
Predicate notableWork P4 FINISHED
Object Shepstone system of native administration
The Shepstone system of native administration was a 19th-century colonial governance model in southern Africa that sought to control African populations through indirect rule via traditional chiefs under British authority.
E803801 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: Shepstone system of native administration | Statement: [Sir Theophilus Shepstone, notableWork, Shepstone system of native administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shepstone system of native administration
Context triple: [Sir Theophilus Shepstone, notableWork, Shepstone system of native administration]
  • A. Bantu Authorities Act
    The Bantu Authorities Act was a cornerstone apartheid law in South Africa that entrenched racial segregation by creating separate tribal authorities and laying the groundwork for the Bantustan system.
  • B. Bantu Laws Amendment Acts
    The Bantu Laws Amendment Acts were apartheid-era South African laws that tightened racial segregation and control over the movement and residence of Black Africans, particularly in urban areas.
  • C. Bantu Homelands Citizenship Act
    The Bantu Homelands Citizenship Act was an apartheid-era South African law that stripped Black South Africans of their national citizenship by assigning them to nominally independent ethnic "homelands" or Bantustans.
  • D. Great Māhele land division
    The Great Māhele land division was an 1848 legal reform in the Hawaiian Kingdom that radically restructured traditional land tenure by privatizing and redistributing lands among the monarchy, chiefs, and commoners.
  • E. Transvaal Colony government
    The Transvaal Colony government was the British colonial administration that governed the former South African Republic after the Second Boer War, prior to its incorporation into the Union of South Africa.
  • 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: Shepstone system of native administration
Triple: [Sir Theophilus Shepstone, notableWork, Shepstone system of native administration]
Generated description
The Shepstone system of native administration was a 19th-century colonial governance model in southern Africa that sought to control African populations through indirect rule via traditional chiefs under British authority.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shepstone system of native administration
Target entity description: The Shepstone system of native administration was a 19th-century colonial governance model in southern Africa that sought to control African populations through indirect rule via traditional chiefs under British authority.
  • A. Bantu Authorities Act
    The Bantu Authorities Act was a cornerstone apartheid law in South Africa that entrenched racial segregation by creating separate tribal authorities and laying the groundwork for the Bantustan system.
  • B. Bantu Laws Amendment Acts
    The Bantu Laws Amendment Acts were apartheid-era South African laws that tightened racial segregation and control over the movement and residence of Black Africans, particularly in urban areas.
  • C. Bantu Homelands Citizenship Act
    The Bantu Homelands Citizenship Act was an apartheid-era South African law that stripped Black South Africans of their national citizenship by assigning them to nominally independent ethnic "homelands" or Bantustans.
  • D. Great Māhele land division
    The Great Māhele land division was an 1848 legal reform in the Hawaiian Kingdom that radically restructured traditional land tenure by privatizing and redistributing lands among the monarchy, chiefs, and commoners.
  • E. Transvaal Colony government
    The Transvaal Colony government was the British colonial administration that governed the former South African Republic after the Second Boer War, prior to its incorporation into the Union of South Africa.
  • 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_69ca847611c48190a28c028644198c75 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9857058881909e0a40e2024a7b4c completed April 1, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a31600c8190a4a7ecb5231caa36 completed April 4, 2026, 4:20 p.m.
NEDg Description generation batch_69d13be79b1c8190a9110312ae25cf32 completed April 4, 2026, 4:27 p.m.
NED2 Entity disambiguation (via description) batch_69d13ca165b88190b4d629df0e079b3b completed April 4, 2026, 4:30 p.m.
Created at: March 30, 2026, 7:58 p.m.