Triple

T12603010
Position Surface form Disambiguated ID Type / Status
Subject Kasai region E300904 entity
Predicate ethnicGroup P194 FINISHED
Object Lulua people
The Lulua people are a Bantu-speaking ethnic group of central Democratic Republic of the Congo, known for their farming livelihoods, rich oral traditions, and distinctive woodcarving and mask-making arts.
E1236015 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: Lulua people | Statement: [Kasai region, ethnicGroup, Lulua people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lulua people
Context triple: [Kasai region, ethnicGroup, Lulua people]
  • A. 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.
  • B. Lio people
    The Lio people are an indigenous ethnic group of central Flores in Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich ritual and weaving traditions.
  • C. Lungu people
    The Lungu people are a Bantu ethnic group primarily found in northern Zambia and southwestern Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
  • D. Lamboya people
    The Lamboya people are an indigenous ethnic group from Sumba Island in eastern Indonesia, known for their distinct culture, traditional rituals, and use of the Lamboya language.
  • E. Biainili people
    The Biainili people were the ancient inhabitants of the kingdom of Urartu in the Armenian Highlands, known for their advanced fortress architecture and role as a major Near Eastern power in the early first millennium BCE.
  • 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: Lulua people
Triple: [Kasai region, ethnicGroup, Lulua people]
Generated description
The Lulua people are a Bantu-speaking ethnic group of central Democratic Republic of the Congo, known for their farming livelihoods, rich oral traditions, and distinctive woodcarving and mask-making arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lulua people
Target entity description: The Lulua people are a Bantu-speaking ethnic group of central Democratic Republic of the Congo, known for their farming livelihoods, rich oral traditions, and distinctive woodcarving and mask-making arts.
  • A. 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.
  • B. Lio people
    The Lio people are an indigenous ethnic group of central Flores in Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich ritual and weaving traditions.
  • C. Lungu people
    The Lungu people are a Bantu ethnic group primarily found in northern Zambia and southwestern Tanzania, known for their shared cultural and linguistic heritage with neighboring groups such as the Mambwe.
  • D. Lamboya people
    The Lamboya people are an indigenous ethnic group from Sumba Island in eastern Indonesia, known for their distinct culture, traditional rituals, and use of the Lamboya language.
  • E. Biainili people
    The Biainili people were the ancient inhabitants of the kingdom of Urartu in the Armenian Highlands, known for their advanced fortress architecture and role as a major Near Eastern power in the early first millennium BCE.
  • 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_69d7bdea2ca881908f379526c13b1145 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954e6e20481908bca684c4b497c48 completed April 10, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00baf8a2648190adf3ad3af118187f completed May 10, 2026, 5:06 p.m.
NEDg Description generation batch_6a00bbb628208190b0be62a333e7e442 completed May 10, 2026, 5:09 p.m.
NED2 Entity disambiguation (via description) batch_6a00bc3a4b888190bd190b9330e2777d completed May 10, 2026, 5:11 p.m.
Created at: April 9, 2026, 5:10 p.m.