Triple

T19156511
Position Surface form Disambiguated ID Type / Status
Subject Beni Territory E468940 entity
Predicate hasMajorTown P316 FINISHED
Object Mbau
Mbau is a town in the Beni Territory of North Kivu Province in the eastern Democratic Republic of the Congo, known for its location in a region affected by conflict and insecurity.
E1361771 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: Mbau | Statement: [Beni Territory, hasMajorTown, Mbau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mbau
Context triple: [Beni Territory, hasMajorTown, Mbau]
  • A. Kasangulu
    Kasangulu is a town and transport hub in western Democratic Republic of the Congo, located near Kinshasa and known for its position along key road and rail routes.
  • B. Kwale
    Kwale is a prominent town in Nigeria’s Delta State, recognized as one of the key urban centers of the Anioma (Igbo-speaking) region.
  • C. Kwale
    Kwale is a small town in southeastern Kenya that serves as the administrative headquarters of Kwale County near the Indian Ocean coast.
  • D. Mangini
    Mangini is an Italian surname most notably associated with former NFL head coach and analyst Eric Mangini.
  • E. Munja
    Munja, also known as Vakpati Munja, was a prominent 10th-century Paramara king of Malwa celebrated for his military campaigns, patronage of learning, and contributions to early medieval Indian culture.
  • 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: Mbau
Triple: [Beni Territory, hasMajorTown, Mbau]
Generated description
Mbau is a town in the Beni Territory of North Kivu Province in the eastern Democratic Republic of the Congo, known for its location in a region affected by conflict and insecurity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mbau
Target entity description: Mbau is a town in the Beni Territory of North Kivu Province in the eastern Democratic Republic of the Congo, known for its location in a region affected by conflict and insecurity.
  • A. Kasangulu
    Kasangulu is a town and transport hub in western Democratic Republic of the Congo, located near Kinshasa and known for its position along key road and rail routes.
  • B. Kwale
    Kwale is a prominent town in Nigeria’s Delta State, recognized as one of the key urban centers of the Anioma (Igbo-speaking) region.
  • C. Kwale
    Kwale is a small town in southeastern Kenya that serves as the administrative headquarters of Kwale County near the Indian Ocean coast.
  • D. Mangini
    Mangini is an Italian surname most notably associated with former NFL head coach and analyst Eric Mangini.
  • E. Munja
    Munja, also known as Vakpati Munja, was a prominent 10th-century Paramara king of Malwa celebrated for his military campaigns, patronage of learning, and contributions to early medieval Indian culture.
  • 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_69d8dd084ff48190ac0f8c46ee722629 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5eeb9cf9081908b17073755e83554 completed April 20, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a06f258c5a0819084921b6e44bf1b34 completed May 15, 2026, 10:15 a.m.
NEDg Description generation batch_6a06f41269748190b6fa6301d8eb4f4f completed May 15, 2026, 10:23 a.m.
NED2 Entity disambiguation (via description) batch_6a06f4da6b04819084dab89e9b3c5d3e completed May 15, 2026, 10:26 a.m.
Created at: April 10, 2026, 12:06 p.m.