Triple

T22726462
Position Surface form Disambiguated ID Type / Status
Subject Bamendjou dialect E562006 entity
Predicate spokenIn P2266 FINISHED
Object Bamendjou
Bamendjou is a town and commune in western Cameroon, known as a center of Bamileke culture and language.
E1552531 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: Bamendjou | Statement: [Bamendjou dialect, spokenIn, Bamendjou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bamendjou
Context triple: [Bamendjou dialect, spokenIn, Bamendjou]
  • A. Makouda
    Makouda is a town and commune located in northern Algeria within the Kabylie region.
  • B. Ngoumbi
    Ngoumbi is an alternative name for the Kombe people, an ethnic group of Central Africa.
  • C. Khondji
    Khondji is the surname of Darius Khondji, a renowned cinematographer known for his visually distinctive work on international films.
  • D. Gouédic
    Gouédic is a small river in the Côtes-d'Armor department of Brittany in northwestern France.
  • E. Koussassé
    Koussassé is an alternative name for the Kusaal language, a Gur language spoken primarily in northern Ghana and parts of Burkina Faso.
  • 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: Bamendjou
Triple: [Bamendjou dialect, spokenIn, Bamendjou]
Generated description
Bamendjou is a town and commune in western Cameroon, known as a center of Bamileke culture and language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bamendjou
Target entity description: Bamendjou is a town and commune in western Cameroon, known as a center of Bamileke culture and language.
  • A. Makouda
    Makouda is a town and commune located in northern Algeria within the Kabylie region.
  • B. Ngoumbi
    Ngoumbi is an alternative name for the Kombe people, an ethnic group of Central Africa.
  • C. Khondji
    Khondji is the surname of Darius Khondji, a renowned cinematographer known for his visually distinctive work on international films.
  • D. Gouédic
    Gouédic is a small river in the Côtes-d'Armor department of Brittany in northwestern France.
  • E. Koussassé
    Koussassé is an alternative name for the Kusaal language, a Gur language spoken primarily in northern Ghana and parts of Burkina Faso.
  • 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_69e2454fc984819088213b58ee87a002 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1792a2ee48190bfbdde1a72adfd25 completed April 29, 2026, 3:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b8fc2b3a08190a6273719b13e2602 completed May 18, 2026, 10:16 p.m.
NEDg Description generation batch_6a0b93d4b8e08190a0542ffc42f12814 completed May 18, 2026, 10:33 p.m.
NED2 Entity disambiguation (via description) batch_6a0b94bbb9c88190a7ab0937d1b398a5 completed May 18, 2026, 10:37 p.m.
Created at: April 17, 2026, 3:20 p.m.