Triple

T21633425
Position Surface form Disambiguated ID Type / Status
Subject Eudoxie Mbouguiengue E533891 entity
Predicate familyName P18 FINISHED
Object Mbouguiengue
Mbouguiengue is a Gabonese surname, notably borne by Eudoxie Mbouguiengue, a beauty queen and public figure from Gabon.
 E1494302 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: Mbouguiengue | Statement: [Eudoxie Mbouguiengue, familyName, Mbouguiengue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mbouguiengue
Context triple: [Eudoxie Mbouguiengue, familyName, Mbouguiengue]
  • A. Bongouanou
    Bongouanou is a Central Tano language spoken in parts of West Africa, likely associated with communities in and around the town of Bongouanou in Côte d'Ivoire.
  • B. Foumban
    Foumban is a historic Cameroonian city renowned as the cultural and political center of the Bamoun people, noted for its traditional arts, crafts, and royal palace.
  • C. Mbour
    Mbour is a coastal city in western Senegal known for its fishing industry, beaches, and role as a regional commercial center.
  • D. Fougamou
    Fougamou is a small town in southwestern Gabon that serves as an administrative and transport hub in Ngounié Province.
  • E. Gouédic
    Gouédic is a small river in the Côtes-d'Armor department of Brittany in northwestern France.
  • 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: Mbouguiengue
Triple: [Eudoxie Mbouguiengue, familyName, Mbouguiengue]
Generated description
Mbouguiengue is a Gabonese surname, notably borne by Eudoxie Mbouguiengue, a beauty queen and public figure from Gabon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mbouguiengue
Target entity description: Mbouguiengue is a Gabonese surname, notably borne by Eudoxie Mbouguiengue, a beauty queen and public figure from Gabon.
  • A. Bongouanou
    Bongouanou is a Central Tano language spoken in parts of West Africa, likely associated with communities in and around the town of Bongouanou in Côte d'Ivoire.
  • B. Foumban
    Foumban is a historic Cameroonian city renowned as the cultural and political center of the Bamoun people, noted for its traditional arts, crafts, and royal palace.
  • C. Mbour
    Mbour is a coastal city in western Senegal known for its fishing industry, beaches, and role as a regional commercial center.
  • D. Fougamou
    Fougamou is a small town in southwestern Gabon that serves as an administrative and transport hub in Ngounié Province.
  • E. Gouédic
    Gouédic is a small river in the Côtes-d'Armor department of Brittany in northwestern France.
  • 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_69e0c465ae7481908577b7209fdb2a77 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef52185dbc819096ad2fc5b7d953f8 completed April 27, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a0f99a1b4819093788a4052d16b27 completed May 17, 2026, 6:57 p.m.
NEDg Description generation batch_6a0a113126808190ba002d405cc9a3d6 completed May 17, 2026, 7:04 p.m.
NED2 Entity disambiguation (via description) batch_6a0a119cb17c8190a8732930b78b60cc completed May 17, 2026, 7:06 p.m.
Created at: April 16, 2026, 6:35 p.m.