Triple

T14136091
Position Surface form Disambiguated ID Type / Status
Subject Copperbelt Province E350297 entity
Predicate hasBorderTown P847 FINISHED
Object Chililabombwe
Chililabombwe is a mining town in northern Zambia known for its copper production and location near the border with the Democratic Republic of the Congo.
 E343322 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: Chililabombwe | Statement: [Copperbelt Province, hasBorderTown, Chililabombwe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chililabombwe
Context triple: [Copperbelt Province, hasBorderTown, Chililabombwe]
  • A. Mambwe
    The Mambwe are a Bantu-speaking ethnic group primarily inhabiting parts of northeastern Zambia and southwestern Tanzania, known for their agricultural livelihoods and rich cultural traditions.
  • B. Kalungu
    Kalungu is a district in central Uganda that forms part of the traditional Buganda Kingdom region.
  • C. Butiama
    Butiama is a village in northern Tanzania best known as the birthplace and hometown of the country’s founding president, Julius Nyerere.
  • D. Tongayi
    Tongayi is a Zimbabwean actor known for his roles in film and television, including appearances in international productions.
  • E. Mufulira
    Mufulira is a mining town in northern Zambia known for its large copper mines and role in the country's Copperbelt region.
  • 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: Chililabombwe
Triple: [Copperbelt Province, hasBorderTown, Chililabombwe]
Generated description
Chililabombwe is a mining town in northern Zambia known for its copper production and location near the border with the Democratic Republic of the Congo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chililabombwe
Target entity description: Chililabombwe is a mining town in northern Zambia known for its copper production and location near the border with the Democratic Republic of the Congo.
  • A. Mambwe
    The Mambwe are a Bantu-speaking ethnic group primarily inhabiting parts of northeastern Zambia and southwestern Tanzania, known for their agricultural livelihoods and rich cultural traditions.
  • B. Kalungu
    Kalungu is a district in central Uganda that forms part of the traditional Buganda Kingdom region.
  • C. Butiama
    Butiama is a village in northern Tanzania best known as the birthplace and hometown of the country’s founding president, Julius Nyerere.
  • D. Tongayi
    Tongayi is a Zimbabwean actor known for his roles in film and television, including appearances in international productions.
  • E. Mufulira chosen
    Mufulira is a mining town in northern Zambia known for its large copper mines and role in the country's Copperbelt region.
  • F. None of above.

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_69d827865f608190b311820428ae027b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de610fb86c81909eb26bf9c13696ca completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c27b7088190bd7714391d0536b1 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd50122c2881909590104b64c90c43 completed May 8, 2026, 2:53 a.m.
NED2 Entity disambiguation (via description) batch_69fd50892894819084e040cf2e4f205b completed May 8, 2026, 2:55 a.m.
Created at: April 10, 2026, 12:18 a.m.