Triple

T14704449
Position Surface form Disambiguated ID Type / Status
Subject Émile Mbouh E345388 entity
Predicate familyName P18 FINISHED
Object Mbouh
Mbouh is a Cameroonian surname most notably borne by former international footballer Émile Mbouh.
 E1116083 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: Mbouh | Statement: [Émile Mbouh, familyName, Mbouh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mbouh
Context triple: [Émile Mbouh, familyName, Mbouh]
  • A. Mboul
    Mboul is a historic town in present-day Senegal that once served as the political center of the precolonial Wolof kingdom of Cayor.
  • B. Mbigou
    Mbigou is a town in southern Gabon known as a local administrative and trading center in Ngounié Province.
  • C. Mohombi
    Mohombi is a Congolese-Swedish singer, songwriter, and dancer known for his international pop and dance hits blending African and European musical influences.
  • D. Mbouda
    Mbouda is a significant urban center in western Cameroon known for its role as a commercial and administrative hub in the region.
  • E. Mbo
    The Mbo are a subgroup of the Oron people, an ethnic community found in the coastal and riverine areas of southeastern Nigeria.
  • 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: Mbouh
Triple: [Émile Mbouh, familyName, Mbouh]
Generated description
Mbouh is a Cameroonian surname most notably borne by former international footballer Émile Mbouh.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mbouh
Target entity description: Mbouh is a Cameroonian surname most notably borne by former international footballer Émile Mbouh.
  • A. Mboul
    Mboul is a historic town in present-day Senegal that once served as the political center of the precolonial Wolof kingdom of Cayor.
  • B. Mbigou
    Mbigou is a town in southern Gabon known as a local administrative and trading center in Ngounié Province.
  • C. Mohombi
    Mohombi is a Congolese-Swedish singer, songwriter, and dancer known for his international pop and dance hits blending African and European musical influences.
  • D. Mbouda
    Mbouda is a significant urban center in western Cameroon known for its role as a commercial and administrative hub in the region.
  • E. Mbo
    The Mbo are a subgroup of the Oron people, an ethnic community found in the coastal and riverine areas of southeastern Nigeria.
  • 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_69d822e4a8c08190a155df736bb7bc13 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb6071e5c8190bb5509c859135c2d completed April 14, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf087ce8c819081a7186df67bcf1f completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf2a63cc88190b3670378c54c96b6 completed May 8, 2026, 2:26 p.m.
NED2 Entity disambiguation (via description) batch_69fdf31fcb4081908a88cf4d4c5ddced completed May 8, 2026, 2:28 p.m.
Created at: April 10, 2026, 1:28 a.m.