Triple

T15892709
Position Surface form Disambiguated ID Type / Status
Subject Lunda people E385366 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object Yaka people
The Yaka people are a Bantu ethnic group of the southwestern Democratic Republic of the Congo and northern Angola, known for their hierarchical chiefdoms, rich oral traditions, and distinctive ritual masks and sculptures.
E1481603 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: Yaka people | Statement: [Lunda people, relatedEthnicGroup, Yaka people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yaka people
Context triple: [Lunda people, relatedEthnicGroup, Yaka people]
  • A. Yakoma people
    The Yakoma people are a Central African ethnic group primarily living along the Ubangi River in the Central African Republic, known for their distinct language and riverine cultural traditions.
  • B. Yahi people
    The Yahi people were a small Native American group from northern California, known largely through the life and story of Ishi, often called the “last Yahi.”
  • C. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • D. Yana people
    The Yana people are an Indigenous group from northern California, historically known for their distinct culture, complex social organization, and as the community of Ishi, often called the “last wild Indian” in North America.
  • E. Nyishi people
    The Nyishi people are an indigenous Tibeto-Burman–speaking ethnic group of Arunachal Pradesh in Northeast India, known for their distinct traditional dress, bamboo and cane craftsmanship, and rich oral and ritual traditions.
  • 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: Yaka people
Triple: [Lunda people, relatedEthnicGroup, Yaka people]
Generated description
The Yaka people are a Bantu ethnic group of the southwestern Democratic Republic of the Congo and northern Angola, known for their hierarchical chiefdoms, rich oral traditions, and distinctive ritual masks and sculptures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yaka people
Target entity description: The Yaka people are a Bantu ethnic group of the southwestern Democratic Republic of the Congo and northern Angola, known for their hierarchical chiefdoms, rich oral traditions, and distinctive ritual masks and sculptures.
  • A. Yakoma people
    The Yakoma people are a Central African ethnic group primarily living along the Ubangi River in the Central African Republic, known for their distinct language and riverine cultural traditions.
  • B. Yahi people
    The Yahi people were a small Native American group from northern California, known largely through the life and story of Ishi, often called the “last Yahi.”
  • C. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • D. Yana people
    The Yana people are an Indigenous group from northern California, historically known for their distinct culture, complex social organization, and as the community of Ishi, often called the “last wild Indian” in North America.
  • E. Nyishi people
    The Nyishi people are an indigenous Tibeto-Burman–speaking ethnic group of Arunachal Pradesh in Northeast India, known for their distinct traditional dress, bamboo and cane craftsmanship, and rich oral and ritual traditions.
  • 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_69d86da5b800819083a31be937d738b0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1563727cc819086b5c18b655dd7f6 completed April 16, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09b40757c881908af169bb49628a28 completed May 17, 2026, 12:26 p.m.
NEDg Description generation batch_6a09b77e73608190a21675b1bd7b8852 completed May 17, 2026, 12:41 p.m.
NED2 Entity disambiguation (via description) batch_6a09b7e6888c8190ba9c22e38c47a773 completed May 17, 2026, 12:43 p.m.
Created at: April 10, 2026, 4:51 a.m.