Triple

T418216
Position Surface form Disambiguated ID Type / Status
Subject Gauteng E8041 entity
Predicate containsCity P294 FINISHED
Object Germiston
Germiston is an industrial city in South Africa’s Gauteng province, historically known as a major gold-mining and manufacturing center on the East Rand.
 E52949 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: Germiston | Statement: [Gauteng, containsCity, Germiston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Germiston
Context triple: [Gauteng, containsCity, Germiston]
  • A. Coleambally
    Coleambally is a small irrigation-based town in the Riverina region of New South Wales, Australia, known for its rice and agricultural production.
  • B. Albury
    Albury is a major regional city in New South Wales, Australia, located on the border with Victoria and known as a key commercial and transport hub of the Murray River region.
  • C. Wagga Wagga
    Wagga Wagga is a major regional city in New South Wales, Australia, known as an important agricultural, military, and transport hub in the Riverina region.
  • D. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • E. Carlton
    Carlton is the given name of Carlton Fisk, a Hall of Fame Major League Baseball catcher best known for his long career with the Boston Red Sox and Chicago White Sox.
  • 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: Germiston
Triple: [Gauteng, containsCity, Germiston]
Generated description
Germiston is an industrial city in South Africa’s Gauteng province, historically known as a major gold-mining and manufacturing center on the East Rand.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Germiston
Target entity description: Germiston is an industrial city in South Africa’s Gauteng province, historically known as a major gold-mining and manufacturing center on the East Rand.
  • A. Coleambally
    Coleambally is a small irrigation-based town in the Riverina region of New South Wales, Australia, known for its rice and agricultural production.
  • B. Albury
    Albury is a major regional city in New South Wales, Australia, located on the border with Victoria and known as a key commercial and transport hub of the Murray River region.
  • C. Wagga Wagga
    Wagga Wagga is a major regional city in New South Wales, Australia, known as an important agricultural, military, and transport hub in the Riverina region.
  • D. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • E. Carlton
    Carlton is the given name of Carlton Fisk, a Hall of Fame Major League Baseball catcher best known for his long career with the Boston Red Sox and Chicago White Sox.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ee9059248190ba901680431914b5 completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a423a4debc819098e13855b550a72e completed March 1, 2026, 11:31 a.m.
NEDg Description generation batch_69a42418a28c81909ee31dfb1819b87f completed March 1, 2026, 11:33 a.m.
NED2 Entity disambiguation (via description) batch_69a42488226c81908c9c81567fed0efa completed March 1, 2026, 11:35 a.m.
Created at: Feb. 28, 2026, 1:11 p.m.