Triple

T3056771
Position Surface form Disambiguated ID Type / Status
Subject Midrand E60499 entity
Predicate hasSuburb P747 FINISHED
Object Vorna Valley
Vorna Valley is a residential suburb located in the Midrand area of Johannesburg, South Africa, known for its townhouses, complexes, and proximity to major business hubs.
E323441 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: Vorna Valley | Statement: [Midrand, hasSuburb, Vorna Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vorna Valley
Context triple: [Midrand, hasSuburb, Vorna Valley]
  • A. Pahvant Valley
    Pahvant Valley is a broad agricultural and desert valley in central Utah, known for its farming communities, volcanic features, and proximity to the Sevier River and Sevier Lake.
  • B. Braldu Valley
    Braldu Valley is a remote valley in Pakistan’s Karakoram range, known as a gateway to major glaciers and high-altitude trekking routes.
  • C. Bumburet Valley
    Bumburet Valley is a scenic valley in Pakistan’s Khyber Pakhtunkhwa province, known as one of the main Kalash valleys famed for its unique indigenous culture and picturesque landscapes.
  • D. Arve Valley
    Arve Valley is a scenic Alpine valley in southeastern France and western Switzerland shaped by the Arve River, known for its mountain landscapes and proximity to Mont Blanc.
  • E. Bara Valley
    Bara Valley is a mountainous valley region in Pakistan’s Khyber District, known for its strategic location near the Afghan border and its predominantly Pashtun population.
  • 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: Vorna Valley
Triple: [Midrand, hasSuburb, Vorna Valley]
Generated description
Vorna Valley is a residential suburb located in the Midrand area of Johannesburg, South Africa, known for its townhouses, complexes, and proximity to major business hubs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vorna Valley
Target entity description: Vorna Valley is a residential suburb located in the Midrand area of Johannesburg, South Africa, known for its townhouses, complexes, and proximity to major business hubs.
  • A. Pahvant Valley
    Pahvant Valley is a broad agricultural and desert valley in central Utah, known for its farming communities, volcanic features, and proximity to the Sevier River and Sevier Lake.
  • B. Braldu Valley
    Braldu Valley is a remote valley in Pakistan’s Karakoram range, known as a gateway to major glaciers and high-altitude trekking routes.
  • C. Bumburet Valley
    Bumburet Valley is a scenic valley in Pakistan’s Khyber Pakhtunkhwa province, known as one of the main Kalash valleys famed for its unique indigenous culture and picturesque landscapes.
  • D. Arve Valley
    Arve Valley is a scenic Alpine valley in southeastern France and western Switzerland shaped by the Arve River, known for its mountain landscapes and proximity to Mont Blanc.
  • E. Bara Valley
    Bara Valley is a mountainous valley region in Pakistan’s Khyber District, known for its strategic location near the Afghan border and its predominantly Pashtun population.
  • 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_69ad8578137c81908259dcb27c7d6d7c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ad9bf7ebd48190ad5748a18fa9a56a completed March 8, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef0671e48190a793f907cc211dd8 completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1efcf4da08190a9fd5fd88bba0358 completed March 11, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69b1f1ce72388190871884c99526057d completed March 11, 2026, 10:50 p.m.
Created at: March 8, 2026, 3:02 p.m.