Triple

T1283877
Position Surface form Disambiguated ID Type / Status
Subject Mpumalanga E27387 entity
Predicate hasMajorTown P316 FINISHED
Object Standerton
Standerton is a significant agricultural and commercial town situated on the banks of the Vaal River in South Africa’s Mpumalanga province.
 E152610 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: Standerton | Statement: [Mpumalanga, hasMajorTown, Standerton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Standerton
Context triple: [Mpumalanga, hasMajorTown, Standerton]
  • A. Allendale
    Allendale is a small census-designated community located in Solano County in Northern California.
  • B. Hartland
    Hartland is a given name most notably borne by American theoretical physicist Hartland Snyder, known for his early work on non-commutative geometry in quantum field theory.
  • C. Kingsburg
    Kingsburg is a small, historically Swedish-themed city in California’s San Joaquin Valley known for its agricultural community and distinctive Scandinavian character.
  • D. Groveland
    Groveland is a small unincorporated community in California’s Sierra Nevada foothills, known as a gateway town for visitors traveling to Yosemite National Park.
  • E. Trumpington
    Trumpington is a historic village and suburb on the southern edge of Cambridge, England, known for its ancient parish church and association with the University city.
  • 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: Standerton
Triple: [Mpumalanga, hasMajorTown, Standerton]
Generated description
Standerton is a significant agricultural and commercial town situated on the banks of the Vaal River in South Africa’s Mpumalanga province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Standerton
Target entity description: Standerton is a significant agricultural and commercial town situated on the banks of the Vaal River in South Africa’s Mpumalanga province.
  • A. Allendale
    Allendale is a small census-designated community located in Solano County in Northern California.
  • B. Hartland
    Hartland is a given name most notably borne by American theoretical physicist Hartland Snyder, known for his early work on non-commutative geometry in quantum field theory.
  • C. Kingsburg
    Kingsburg is a small, historically Swedish-themed city in California’s San Joaquin Valley known for its agricultural community and distinctive Scandinavian character.
  • D. Groveland
    Groveland is a small unincorporated community in California’s Sierra Nevada foothills, known as a gateway town for visitors traveling to Yosemite National Park.
  • E. Trumpington
    Trumpington is a historic village and suburb on the southern edge of Cambridge, England, known for its ancient parish church and association with the University city.
  • 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_69a496d3710c8190955dee8bc0dacb50 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c0b599ac819096fca9ada294d939 completed March 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69acbf221180819082fc982b043d1085 completed March 8, 2026, 12:13 a.m.
NEDg Description generation batch_69acc246824c819084a4d73bcdd6c449 completed March 8, 2026, 12:26 a.m.
NED2 Entity disambiguation (via description) batch_69acc2be6e1c8190b05437749bc15643 completed March 8, 2026, 12:28 a.m.
Created at: March 1, 2026, 7:50 p.m.