Triple

T3056772
Position Surface form Disambiguated ID Type / Status
Subject Midrand E60499 entity
Predicate hasSuburb P747 FINISHED
Object Carlswald
Carlswald is a residential and commercial suburb located in the Midrand area between Johannesburg and Pretoria in South Africa.
 E325189 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: Carlswald | Statement: [Midrand, hasSuburb, Carlswald]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Carlswald
Context triple: [Midrand, hasSuburb, Carlswald]
  • A. Hemfurth
    Hemfurth is a village in central Germany best known for its proximity to the historic Eder Dam and the Edersee reservoir.
  • B. Valkhof
    Valkhof is a historic site in Nijmegen, Netherlands, known for its hilltop park and medieval castle ruins overlooking the River Waal.
  • C. Calenberg
    Calenberg was a historic principality in what is now Lower Saxony, Germany, that formed a core territory of the Duchy of Brunswick-Lüneburg and later the Electorate and Kingdom of Hanover.
  • D. Urdorf
    Urdorf is a municipality in the canton of Zurich in Switzerland, located in the Limmat Valley near the city of Zurich.
  • E. Brackenheim
    Brackenheim is a small town in the German state of Baden-Württemberg, best known as the birthplace of Theodor Heuss, the first President of the Federal Republic of Germany.
  • 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: Carlswald
Triple: [Midrand, hasSuburb, Carlswald]
Generated description
Carlswald is a residential and commercial suburb located in the Midrand area between Johannesburg and Pretoria in South Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Carlswald
Target entity description: Carlswald is a residential and commercial suburb located in the Midrand area between Johannesburg and Pretoria in South Africa.
  • A. Hemfurth
    Hemfurth is a village in central Germany best known for its proximity to the historic Eder Dam and the Edersee reservoir.
  • B. Valkhof
    Valkhof is a historic site in Nijmegen, Netherlands, known for its hilltop park and medieval castle ruins overlooking the River Waal.
  • C. Calenberg
    Calenberg was a historic principality in what is now Lower Saxony, Germany, that formed a core territory of the Duchy of Brunswick-Lüneburg and later the Electorate and Kingdom of Hanover.
  • D. Urdorf
    Urdorf is a municipality in the canton of Zurich in Switzerland, located in the Limmat Valley near the city of Zurich.
  • E. Brackenheim
    Brackenheim is a small town in the German state of Baden-Württemberg, best known as the birthplace of Theodor Heuss, the first President of the Federal Republic of Germany.
  • 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_69b1f8759f988190a69ca8a4682af5ba completed March 11, 2026, 11:19 p.m.
NEDg Description generation batch_69b1f930321081908f98aa5f9b8ba611 completed March 11, 2026, 11:22 p.m.
NED2 Entity disambiguation (via description) batch_69b1f9ad0b148190b98f93699598dd1e completed March 11, 2026, 11:24 p.m.
Created at: March 8, 2026, 3:02 p.m.