Triple

T11253954
Position Surface form Disambiguated ID Type / Status
Subject Ngbaka language E266389 entity
Predicate ethnicGroup P194 FINISHED
Object Ngbaka people
The Ngbaka people are a Central African ethnic group primarily living in the Central African Republic and the Democratic Republic of the Congo, known for their farming traditions, rich oral culture, and use of the Ngbaka language.
E1099934 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: Ngbaka people | Statement: [Ngbaka language, ethnicGroup, Ngbaka people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngbaka people
Context triple: [Ngbaka language, ethnicGroup, Ngbaka people]
  • A. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • B. Nyambo people
    The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
  • C. Warumungu people
    The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
  • D. Lumbu people
    The Lumbu people are a Bantu ethnic group of Central Africa, primarily found in Gabon and the Republic of the Congo, known for their shared cultural and linguistic heritage with neighboring groups such as the Nzebi.
  • E. Nhanda people
    The Nhanda people are an Aboriginal Australian group from the mid-west coast of Western Australia, with a distinct language and cultural heritage closely tied to the coastal and inland areas around Shark Bay and the Murchison region.
  • 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: Ngbaka people
Triple: [Ngbaka language, ethnicGroup, Ngbaka people]
Generated description
The Ngbaka people are a Central African ethnic group primarily living in the Central African Republic and the Democratic Republic of the Congo, known for their farming traditions, rich oral culture, and use of the Ngbaka language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngbaka people
Target entity description: The Ngbaka people are a Central African ethnic group primarily living in the Central African Republic and the Democratic Republic of the Congo, known for their farming traditions, rich oral culture, and use of the Ngbaka language.
  • A. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • B. Nyambo people
    The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
  • C. Warumungu people
    The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
  • D. Lumbu people
    The Lumbu people are a Bantu ethnic group of Central Africa, primarily found in Gabon and the Republic of the Congo, known for their shared cultural and linguistic heritage with neighboring groups such as the Nzebi.
  • E. Nhanda people
    The Nhanda people are an Aboriginal Australian group from the mid-west coast of Western Australia, with a distinct language and cultural heritage closely tied to the coastal and inland areas around Shark Bay and the Murchison region.
  • 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_69d6aac7953c8190b82caf9d7640fdf9 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9346f4c8190b29c2cf3a29cd1d1 completed April 9, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bab66488190a465e40f1181506e completed May 8, 2026, 3:42 a.m.
NEDg Description generation batch_69fd5d7a5ec48190ab50f6f7c93be24a completed May 8, 2026, 3:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd5e1ca1e081908441508d651ecc63 completed May 8, 2026, 3:53 a.m.
Created at: April 8, 2026, 9:31 p.m.