Triple

T14017021
Position Surface form Disambiguated ID Type / Status
Subject Northern suburbs of Johannesburg E337229 entity
Predicate contains P35 FINISHED
Object Craighall
Craighall is a leafy, affluent residential suburb located in the northern part of Johannesburg, South Africa.
 E1073337 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: Craighall | Statement: [Northern suburbs of Johannesburg, contains, Craighall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Craighall
Context triple: [Northern suburbs of Johannesburg, contains, Craighall]
  • A. Newcraighall
    Newcraighall is a suburban area on the southeastern edge of Edinburgh, Scotland, known for its park-and-ride rail links and proximity to major retail and leisure facilities.
  • B. Craigie
    Craigie is a Scottish surname borne by various notable individuals, including figures in politics, the arts, and public life.
  • C. Dumbreck
    Dumbreck is a railway station in Glasgow, Scotland, serving the Dumbreck area on the suburban network.
  • D. Alloa
    Alloa is a town in central Scotland that serves as the main commercial and population hub of Clackmannanshire.
  • E. Kincraig
    Kincraig is a small Highland village in Scotland situated near the River Spey and the Cairngorms National Park.
  • 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: Craighall
Triple: [Northern suburbs of Johannesburg, contains, Craighall]
Generated description
Craighall is a leafy, affluent residential suburb located in the northern part of Johannesburg, South Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Craighall
Target entity description: Craighall is a leafy, affluent residential suburb located in the northern part of Johannesburg, South Africa.
  • A. Newcraighall
    Newcraighall is a suburban area on the southeastern edge of Edinburgh, Scotland, known for its park-and-ride rail links and proximity to major retail and leisure facilities.
  • B. Craigie
    Craigie is a Scottish surname borne by various notable individuals, including figures in politics, the arts, and public life.
  • C. Dumbreck
    Dumbreck is a railway station in Glasgow, Scotland, serving the Dumbreck area on the suburban network.
  • D. Alloa
    Alloa is a town in central Scotland that serves as the main commercial and population hub of Clackmannanshire.
  • E. Kincraig
    Kincraig is a small Highland village in Scotland situated near the River Spey and the Cairngorms National Park.
  • 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_69d81c6543a48190bd5ba93d7419e797 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2f396b648190927e5718c3bb6511 completed April 14, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbacad948c81909db7187da5a9b97d completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae186bb881908ea17ae6b12825af completed May 6, 2026, 9:09 p.m.
NED2 Entity disambiguation (via description) batch_69fbaebaab508190a609fa151c686a0d completed May 6, 2026, 9:12 p.m.
Created at: April 9, 2026, 10:19 p.m.