Triple

T23360359
Position Surface form Disambiguated ID Type / Status
Subject Ndop E593165 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Bamali
Bamali is an ethnic group from the Ndop region of Cameroon, known for its distinct language and cultural traditions within the broader Grassfields area.
 E1585300 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: Bamali | Statement: [Ndop, hasEthnicGroup, Bamali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bamali
Context triple: [Ndop, hasEthnicGroup, Bamali]
  • A. Bamori
    Bamori is a legislative assembly constituency in the Indian state of Madhya Pradesh that forms part of the Guna parliamentary seat.
  • B. Byamee
    Byamee is an alternate name for Baiame, the creator and sky father figure in several Aboriginal Australian mythologies.
  • C. Mahisha
    Mahisha is a powerful buffalo demon in Hindu mythology, best known as the adversary slain by the goddess Durga in a pivotal cosmic battle between good and evil.
  • D. Biloela
    Biloela is a rural town in Queensland, Australia, known as an agricultural and administrative centre for the surrounding Central Queensland region.
  • E. Baafira
    Baafira is a popular dancehall/reggae song by Ghanaian artist Stonebwoy that helped boost his prominence in the African music scene.
  • 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: Bamali
Triple: [Ndop, hasEthnicGroup, Bamali]
Generated description
Bamali is an ethnic group from the Ndop region of Cameroon, known for its distinct language and cultural traditions within the broader Grassfields area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bamali
Target entity description: Bamali is an ethnic group from the Ndop region of Cameroon, known for its distinct language and cultural traditions within the broader Grassfields area.
  • A. Bamori
    Bamori is a legislative assembly constituency in the Indian state of Madhya Pradesh that forms part of the Guna parliamentary seat.
  • B. Byamee
    Byamee is an alternate name for Baiame, the creator and sky father figure in several Aboriginal Australian mythologies.
  • C. Mahisha
    Mahisha is a powerful buffalo demon in Hindu mythology, best known as the adversary slain by the goddess Durga in a pivotal cosmic battle between good and evil.
  • D. Biloela
    Biloela is a rural town in Queensland, Australia, known as an agricultural and administrative centre for the surrounding Central Queensland region.
  • E. Baafira
    Baafira is a popular dancehall/reggae song by Ghanaian artist Stonebwoy that helped boost his prominence in the African music scene.
  • 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_69e25d24d2a4819092e6ede74c2a918d completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a0a730f8819088fec53a43b063f8 completed April 29, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c678920f08190b4175ce445105b40 completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c7213e19881909151fe5c0560e096 completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76c54ba08190be8f46bacb22b6a3 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:30 p.m.