Triple

T12388269
Position Surface form Disambiguated ID Type / Status
Subject Kombe E295925 entity
Predicate alternateName P39 FINISHED
Object Ngumbi
Ngumbi is a Bantu language spoken along the central coast of Cameroon, closely related to and sometimes considered a variety of Kombe.
 E994203 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: Ngumbi | Statement: [Kombe, alternateName, Ngumbi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngumbi
Context triple: [Kombe, alternateName, Ngumbi]
  • A. Zvongombe
    Zvongombe was the principal urban and political center of the Mutapa Kingdom in what is now northern Zimbabwe.
  • B. Gwembe
    Gwembe is a small town in southern Zambia situated near the Zambezi Valley, historically associated with Tonga communities and resettlement related to the Kariba Dam.
  • C. Nomvula
    "Nomvula" is a popular album and title track by South African Afro-fusion band Freshlyground that helped bring them widespread recognition.
  • D. Nkuto
    Nkuto is a song by Ghanaian singer Stonebwoy featured on his acclaimed album "Anloga Junction."
  • E. Hlengwe
    Hlengwe is a regional dialect of the Tsonga language spoken by Tsonga communities in parts of southern Africa.
  • 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: Ngumbi
Triple: [Kombe, alternateName, Ngumbi]
Generated description
Ngumbi is a Bantu language spoken along the central coast of Cameroon, closely related to and sometimes considered a variety of Kombe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngumbi
Target entity description: Ngumbi is a Bantu language spoken along the central coast of Cameroon, closely related to and sometimes considered a variety of Kombe.
  • A. Zvongombe
    Zvongombe was the principal urban and political center of the Mutapa Kingdom in what is now northern Zimbabwe.
  • B. Gwembe
    Gwembe is a small town in southern Zambia situated near the Zambezi Valley, historically associated with Tonga communities and resettlement related to the Kariba Dam.
  • C. Nomvula
    "Nomvula" is a popular album and title track by South African Afro-fusion band Freshlyground that helped bring them widespread recognition.
  • D. Nkuto
    Nkuto is a song by Ghanaian singer Stonebwoy featured on his acclaimed album "Anloga Junction."
  • E. Hlengwe
    Hlengwe is a regional dialect of the Tsonga language spoken by Tsonga communities in parts of southern Africa.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fcf6aa8819080c9a2407a72db2e completed April 10, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f66856236c8190a70ef287c0146116 completed May 2, 2026, 9:10 p.m.
NEDg Description generation batch_69f669527fe881909baeb84ccff506c8 completed May 2, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_69f669fe4bc48190adba50ad58b10c45 completed May 2, 2026, 9:17 p.m.
Created at: April 8, 2026, 9:54 p.m.