Triple

T13265661
Position Surface form Disambiguated ID Type / Status
Subject Nkangala District Municipality E315915 entity
Predicate containsSettlement P847 FINISHED
Object Ogies
Ogies is a small mining town in South Africa’s Mpumalanga province, known historically for its coal mining activities and role in the regional energy sector.
 E1031202 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: Ogies | Statement: [Nkangala District Municipality, containsSettlement, Ogies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ogies
Context triple: [Nkangala District Municipality, containsSettlement, Ogies]
  • A. Loeches
    Loeches is a small municipality in the Community of Madrid, Spain, known for its historic convents and rural character near the Madrid metropolitan area.
  • B. Yotes
    Yotes is the informal nickname for the University of South Dakota’s athletic teams, the South Dakota Coyotes.
  • C. Oghi
    Oghi is a town in Pakistan's Khyber Pakhtunkhwa province, known as a local administrative and commercial center within the Hazara region.
  • D. Oisy
    Oisy is a medieval French lordship or fief historically associated with the powerful noble Enguerrand III, Lord of Coucy.
  • E. Shobogans
    Shobogans are a disenfranchised underclass of Gallifreyans in the Doctor Who universe, often portrayed as outsiders or rebels living beyond the Time Lords’ rigid society.
  • 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: Ogies
Triple: [Nkangala District Municipality, containsSettlement, Ogies]
Generated description
Ogies is a small mining town in South Africa’s Mpumalanga province, known historically for its coal mining activities and role in the regional energy sector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ogies
Target entity description: Ogies is a small mining town in South Africa’s Mpumalanga province, known historically for its coal mining activities and role in the regional energy sector.
  • A. Loeches
    Loeches is a small municipality in the Community of Madrid, Spain, known for its historic convents and rural character near the Madrid metropolitan area.
  • B. Yotes
    Yotes is the informal nickname for the University of South Dakota’s athletic teams, the South Dakota Coyotes.
  • C. Oghi
    Oghi is a town in Pakistan's Khyber Pakhtunkhwa province, known as a local administrative and commercial center within the Hazara region.
  • D. Oisy
    Oisy is a medieval French lordship or fief historically associated with the powerful noble Enguerrand III, Lord of Coucy.
  • E. Shobogans
    Shobogans are a disenfranchised underclass of Gallifreyans in the Doctor Who universe, often portrayed as outsiders or rebels living beyond the Time Lords’ rigid society.
  • 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_69d806b1d9ac8190852c5571d5bd5f0f completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9901e44bc8190966f87ae219d6bf4 completed April 11, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a4ad79c8190b1304942dc48c0ff completed May 3, 2026, 8:41 a.m.
NEDg Description generation batch_69f70b37ebe081909ed2ae0f42ccad2d completed May 3, 2026, 8:45 a.m.
NED2 Entity disambiguation (via description) batch_69f70ca343f08190b6484f464ed40810 completed May 3, 2026, 8:51 a.m.
Created at: April 9, 2026, 9:25 p.m.