Triple

T418214
Position Surface form Disambiguated ID Type / Status
Subject Gauteng E8041 entity
Predicate containsCity P294 FINISHED
Object Benoni
Benoni is a large town in South Africa’s Gauteng province, situated on the East Rand within the Greater Johannesburg metropolitan area and known historically for its gold mining and lakes.
E52948 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: Benoni | Statement: [Gauteng, containsCity, Benoni]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benoni
Context triple: [Gauteng, containsCity, Benoni]
  • A. Rondo
    Rondo is a surname most prominently associated with Rajon Rondo, an American professional basketball player and NBA champion known for his playmaking and defensive skills.
  • B. Morgenstern
    Morgenstern is a German surname borne by various notable figures in fields such as economics, literature, and the arts.
  • C. Dama dama
    Dama dama, commonly known as the fallow deer, is a medium-sized deer species native to Europe and widely introduced elsewhere, recognized for its spotted coat and palmate antlers in males.
  • D. Sidetic
    Sidetic is an extinct Anatolian language once spoken in the ancient city of Side on the southern coast of modern-day Turkey.
  • E. Gassel
    Gassel is a village in the Dutch province of North Brabant, known historically as a separate municipality before being incorporated into a larger administrative unit.
  • 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: Benoni
Triple: [Gauteng, containsCity, Benoni]
Generated description
Benoni is a large town in South Africa’s Gauteng province, situated on the East Rand within the Greater Johannesburg metropolitan area and known historically for its gold mining and lakes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benoni
Target entity description: Benoni is a large town in South Africa’s Gauteng province, situated on the East Rand within the Greater Johannesburg metropolitan area and known historically for its gold mining and lakes.
  • A. Rondo
    Rondo is a surname most prominently associated with Rajon Rondo, an American professional basketball player and NBA champion known for his playmaking and defensive skills.
  • B. Morgenstern
    Morgenstern is a German surname borne by various notable figures in fields such as economics, literature, and the arts.
  • C. Dama dama
    Dama dama, commonly known as the fallow deer, is a medium-sized deer species native to Europe and widely introduced elsewhere, recognized for its spotted coat and palmate antlers in males.
  • D. Sidetic
    Sidetic is an extinct Anatolian language once spoken in the ancient city of Side on the southern coast of modern-day Turkey.
  • E. Gassel
    Gassel is a village in the Dutch province of North Brabant, known historically as a separate municipality before being incorporated into a larger administrative unit.
  • 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.