Triple

T15229729
Position Surface form Disambiguated ID Type / Status
Subject South African military memorials and cemeteries E363966 entity
Predicate maintainedBy P86 FINISHED
Object South African Heritage Resources Agency
The South African Heritage Resources Agency is the national body responsible for identifying, protecting, and managing South Africa’s cultural and historical heritage sites and objects.
E1144871 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 Heritage Resources Agency | Statement: [South African military memorials and cemeteries, maintainedBy, South African Heritage Resources Agency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South African Heritage Resources Agency
Context triple: [South African military memorials and cemeteries, maintainedBy, South African Heritage Resources Agency]
  • A. Ditsong Museums of South Africa
    Ditsong Museums of South Africa is a public museum authority that manages a network of national heritage, cultural, and historical museums across South Africa.
  • B. University of Pretoria Museums
    The University of Pretoria Museums are a collection of academic museums in Pretoria, South Africa, housing significant archaeological, historical, and art collections, including notable artifacts from the Mapungubwe archaeological site.
  • C. Ditsong Sammy Marks Museum
    The Ditsong Sammy Marks Museum is a historic house museum near Pretoria, South Africa, preserving the Victorian-era mansion and lifestyle of industrialist and financier Sammy Marks.
  • D. Iziko South African National Gallery
    The Iziko South African National Gallery is a leading art museum in Cape Town showcasing historical and contemporary South African, African, and international artworks.
  • E. South African History Archive (SAHA)
    The South African History Archive (SAHA) is a non-governmental archive and advocacy organization dedicated to documenting, preserving, and promoting access to materials related to South Africa’s struggle for justice, human rights, and democracy.
  • 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 Heritage Resources Agency
Triple: [South African military memorials and cemeteries, maintainedBy, South African Heritage Resources Agency]
Generated description
The South African Heritage Resources Agency is the national body responsible for identifying, protecting, and managing South Africa’s cultural and historical heritage sites and objects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South African Heritage Resources Agency
Target entity description: The South African Heritage Resources Agency is the national body responsible for identifying, protecting, and managing South Africa’s cultural and historical heritage sites and objects.
  • A. Ditsong Museums of South Africa
    Ditsong Museums of South Africa is a public museum authority that manages a network of national heritage, cultural, and historical museums across South Africa.
  • B. University of Pretoria Museums
    The University of Pretoria Museums are a collection of academic museums in Pretoria, South Africa, housing significant archaeological, historical, and art collections, including notable artifacts from the Mapungubwe archaeological site.
  • C. Ditsong Sammy Marks Museum
    The Ditsong Sammy Marks Museum is a historic house museum near Pretoria, South Africa, preserving the Victorian-era mansion and lifestyle of industrialist and financier Sammy Marks.
  • D. Iziko South African National Gallery
    The Iziko South African National Gallery is a leading art museum in Cape Town showcasing historical and contemporary South African, African, and international artworks.
  • E. South African History Archive (SAHA)
    The South African History Archive (SAHA) is a non-governmental archive and advocacy organization dedicated to documenting, preserving, and promoting access to materials related to South Africa’s struggle for justice, human rights, and democracy.
  • 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_69d85a0ce24c81909c4d3b6475548c95 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0078ccdf48190b34eabd9e24e45a1 completed April 15, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd39d42881908f2ad47613e23bfa completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedf277f888190a7e218131740660d completed May 9, 2026, 7:15 a.m.
NED2 Entity disambiguation (via description) batch_69fedfa514808190b4a50e87833c5f69 completed May 9, 2026, 7:17 a.m.
Created at: April 10, 2026, 3:12 a.m.