Triple

T22884014
Position Surface form Disambiguated ID Type / Status
Subject Bangangté E567553 entity
Predicate traditionalKingdom P19491 FINISHED
Object Bangangté chiefdom
Bangangté chiefdom is a traditional Bamileke chieftaincy in western Cameroon, known for its hereditary leadership, rich cultural heritage, and central role in the social and political life of the Bangangté people.
E1558973 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: Bangangté chiefdom | Statement: [Bangangté, traditionalKingdom, Bangangté chiefdom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bangangté chiefdom
Context triple: [Bangangté, traditionalKingdom, Bangangté chiefdom]
  • A. Kangaba chiefdom
    Kangaba chiefdom was an early Mandinka polity in the upper Niger region that served as the ancestral power base of the Keita dynasty and the later Mali Empire.
  • B. Bundela chiefdoms
    The Bundela chiefdoms were a group of semi-autonomous Rajput-ruled territories in central India that formed the historical power base of the Bundela dynasty before their consolidation into princely states like Datia.
  • C. Atyap Chiefdom
    Atyap Chiefdom is a traditional political and cultural authority in southern Kaduna State, Nigeria, representing and administering the affairs of the Atyap ethnic group.
  • D. Bajju Chiefdom
    Bajju Chiefdom is a traditional administrative and cultural jurisdiction of the Bajju people, located in southern Kaduna State, Nigeria.
  • E. Tchambuli society
    Tchambuli society is an indigenous community from Papua New Guinea whose gender roles and social organization were famously analyzed by Margaret Mead to challenge Western assumptions about sex and temperament.
  • 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: Bangangté chiefdom
Triple: [Bangangté, traditionalKingdom, Bangangté chiefdom]
Generated description
Bangangté chiefdom is a traditional Bamileke chieftaincy in western Cameroon, known for its hereditary leadership, rich cultural heritage, and central role in the social and political life of the Bangangté people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bangangté chiefdom
Target entity description: Bangangté chiefdom is a traditional Bamileke chieftaincy in western Cameroon, known for its hereditary leadership, rich cultural heritage, and central role in the social and political life of the Bangangté people.
  • A. Kangaba chiefdom
    Kangaba chiefdom was an early Mandinka polity in the upper Niger region that served as the ancestral power base of the Keita dynasty and the later Mali Empire.
  • B. Bundela chiefdoms
    The Bundela chiefdoms were a group of semi-autonomous Rajput-ruled territories in central India that formed the historical power base of the Bundela dynasty before their consolidation into princely states like Datia.
  • C. Atyap Chiefdom
    Atyap Chiefdom is a traditional political and cultural authority in southern Kaduna State, Nigeria, representing and administering the affairs of the Atyap ethnic group.
  • D. Bajju Chiefdom
    Bajju Chiefdom is a traditional administrative and cultural jurisdiction of the Bajju people, located in southern Kaduna State, Nigeria.
  • E. Tchambuli society
    Tchambuli society is an indigenous community from Papua New Guinea whose gender roles and social organization were famously analyzed by Margaret Mead to challenge Western assumptions about sex and temperament.
  • 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_69e2458a92ec81908fc1cd5f6407d2ab completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17fbfc5848190aa612ea51df5a9ec completed April 29, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bae9fb798819082bddcc4a886ca4e completed May 19, 2026, 12:28 a.m.
NEDg Description generation batch_6a0baf84e1c88190abf6f9c18fa3d553 completed May 19, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0bb07b997c819098e64124a575a020 completed May 19, 2026, 12:36 a.m.
Created at: April 17, 2026, 3:39 p.m.