Triple

T17635112
Position Surface form Disambiguated ID Type / Status
Subject Ratel infantry fighting vehicle E430073 entity
Predicate designer P184 FINISHED
Object Sandock-Austral
Sandock-Austral is a South African defense manufacturer known for developing armored military vehicles and other land warfare systems.
 E1279849 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: Sandock-Austral | Statement: [Ratel infantry fighting vehicle, designer, Sandock-Austral]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sandock-Austral
Context triple: [Ratel infantry fighting vehicle, designer, Sandock-Austral]
  • A. Flinders
    Flinders is a coastal town on Victoria’s Mornington Peninsula known for its scenic beaches, golf course, and views over Western Port and Bass Strait.
  • B. Flinders
    Flinders is an Australian federal electoral division in Victoria, historically represented by several prominent politicians including former Prime Minister Stanley Bruce.
  • C. Flinders
    Flinders is a surname most notably associated with British navigator and cartographer Matthew Flinders, who led early explorations and mapping of the Australian coastline.
  • D. Flinders
    Flinders is a coastal suburb within the City of Shellharbour in New South Wales, Australia, known for its residential communities and proximity to beaches and recreational areas.
  • E. Enderby
    Enderby is a village and civil parish in Leicestershire, England, situated near Leicester and known historically for its involvement in the hosiery and footwear industries.
  • 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: Sandock-Austral
Triple: [Ratel infantry fighting vehicle, designer, Sandock-Austral]
Generated description
Sandock-Austral is a South African defense manufacturer known for developing armored military vehicles and other land warfare systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sandock-Austral
Target entity description: Sandock-Austral is a South African defense manufacturer known for developing armored military vehicles and other land warfare systems.
  • A. Flinders
    Flinders is a coastal town on Victoria’s Mornington Peninsula known for its scenic beaches, golf course, and views over Western Port and Bass Strait.
  • B. Flinders
    Flinders is an Australian federal electoral division in Victoria, historically represented by several prominent politicians including former Prime Minister Stanley Bruce.
  • C. Flinders
    Flinders is a surname most notably associated with British navigator and cartographer Matthew Flinders, who led early explorations and mapping of the Australian coastline.
  • D. Flinders
    Flinders is a coastal suburb within the City of Shellharbour in New South Wales, Australia, known for its residential communities and proximity to beaches and recreational areas.
  • E. Enderby
    Enderby is a village and civil parish in Leicestershire, England, situated near Leicester and known historically for its involvement in the hosiery and footwear industries.
  • 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_69d889e37f308190a6aa0a69daff86c7 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46ddfeb7c8190a369b438e43d47b4 completed April 19, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a020a9f4ac08190b8fa7a2a19692bb5 completed May 11, 2026, 4:58 p.m.
NEDg Description generation batch_6a020ea4e11c8190ac0d011bfc652090 completed May 11, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_6a020f1086f08190ad9541aadad1dea1 completed May 11, 2026, 5:17 p.m.
Created at: April 10, 2026, 5:52 a.m.