Triple

T11397568
Position Surface form Disambiguated ID Type / Status
Subject Laka language E270016 entity
Predicate usedBy P260 FINISHED
Object Laka people
The Laka people are an ethnic group in Central Africa known for their distinct cultural traditions and use of the Laka language.
 E1140185 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: Laka people | Statement: [Laka language, usedBy, Laka people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Laka people
Context triple: [Laka language, usedBy, Laka people]
  • A. Lawa people
    The Lawa people are an indigenous ethnic group of northern Thailand, closely related to other Mon-Khmer-speaking communities and known for their distinct language, traditions, and historical presence in the region.
  • B. Lakon people
    The Lakon people are an indigenous ethnic group of northern Vanuatu, known for their distinct Oceanic language, traditional kastom practices, and village-based social organization on Gaua Island.
  • C. Blanga people
    The Blanga people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Isabel Province and known for their distinct cultural traditions and language.
  • 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. Luvale people
    The Luvale people are a Bantu-speaking ethnic group of northwestern Zambia and neighboring Angola, known for their rich oral traditions, initiation ceremonies, and distinctive artistic and musical heritage.
  • 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: Laka people
Triple: [Laka language, usedBy, Laka people]
Generated description
The Laka people are an ethnic group in Central Africa known for their distinct cultural traditions and use of the Laka language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Laka people
Target entity description: The Laka people are an ethnic group in Central Africa known for their distinct cultural traditions and use of the Laka language.
  • A. Lawa people
    The Lawa people are an indigenous ethnic group of northern Thailand, closely related to other Mon-Khmer-speaking communities and known for their distinct language, traditions, and historical presence in the region.
  • B. Lakon people
    The Lakon people are an indigenous ethnic group of northern Vanuatu, known for their distinct Oceanic language, traditional kastom practices, and village-based social organization on Gaua Island.
  • C. Blanga people
    The Blanga people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Isabel Province and known for their distinct cultural traditions and language.
  • 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. Luvale people
    The Luvale people are a Bantu-speaking ethnic group of northwestern Zambia and neighboring Angola, known for their rich oral traditions, initiation ceremonies, and distinctive artistic and musical heritage.
  • 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_69d6aacdbc6c8190af6dc3d5f5d22836 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d80019d3d48190a2f473deb6eae33a completed April 9, 2026, 7:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69febfcbbf408190a87f471d2732148b completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec21c8e1c8190b2a528acabdf2a49 completed May 9, 2026, 5:11 a.m.
NED2 Entity disambiguation (via description) batch_69fec2b612c8819084e4601dfff4ad81 completed May 9, 2026, 5:14 a.m.
Created at: April 8, 2026, 9:34 p.m.