Triple

T19782794
Position Surface form Disambiguated ID Type / Status
Subject Western Province, Zambia E475179 entity
Predicate hasSettlement P1068 FINISHED
Object Shangombo
Shangombo is a remote rural town and district center in western Zambia near the border with Angola.
 E1396495 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: Shangombo | Statement: [Western Province, Zambia, hasSettlement, Shangombo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shangombo
Context triple: [Western Province, Zambia, hasSettlement, Shangombo]
  • A. Zalongo
    Zalongo is a historic village and archaeological area in Epirus, Greece, best known for the 19th-century mass suicide of Souliot women commemorated by the Dance of Zalongo.
  • B. Mohombi
    Mohombi is a Congolese-Swedish singer, songwriter, and dancer known for his international pop and dance hits blending African and European musical influences.
  • C. Kamwambie
    "Kamwambie" is a popular song by Tanzanian Bongo Flava artist Diamond Platnumz that helped establish his early fame in East Africa.
  • D. Bongwe
    Bongwe is a dialect of the Duala language spoken by the Duala people of Cameroon.
  • E. Chibombo
    Chibombo is a town in Zambia that serves as an important local center within the country's Central Province.
  • 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: Shangombo
Triple: [Western Province, Zambia, hasSettlement, Shangombo]
Generated description
Shangombo is a remote rural town and district center in western Zambia near the border with Angola.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shangombo
Target entity description: Shangombo is a remote rural town and district center in western Zambia near the border with Angola.
  • A. Zalongo
    Zalongo is a historic village and archaeological area in Epirus, Greece, best known for the 19th-century mass suicide of Souliot women commemorated by the Dance of Zalongo.
  • B. Mohombi
    Mohombi is a Congolese-Swedish singer, songwriter, and dancer known for his international pop and dance hits blending African and European musical influences.
  • C. Kamwambie
    "Kamwambie" is a popular song by Tanzanian Bongo Flava artist Diamond Platnumz that helped establish his early fame in East Africa.
  • D. Bongwe
    Bongwe is a dialect of the Duala language spoken by the Duala people of Cameroon.
  • E. Chibombo
    Chibombo is a town in Zambia that serves as an important local center within the country's Central Province.
  • 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_69d8e51b014081908b263e167370529a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e653852e848190b8971981a164e8f9 completed April 20, 2026, 4:25 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07ccc21fec81908fdbe8ff9dc85ed1 completed May 16, 2026, 1:47 a.m.
NEDg Description generation batch_6a07cda79f888190864242de43d07252 completed May 16, 2026, 1:51 a.m.
NED2 Entity disambiguation (via description) batch_6a07ce502b948190b726ab45645b6b3f completed May 16, 2026, 1:54 a.m.
Created at: April 10, 2026, 1:49 p.m.