Triple

T10920800
Position Surface form Disambiguated ID Type / Status
Subject Lakkia language E257939 entity
Predicate spokenBy P2181 FINISHED
Object Lakkia people
The Lakkia people are an ethnic group in southern China and northern Vietnam, known for their distinct Tai–Kadai language and unique cultural traditions.
E905345 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: Lakkia people | Statement: [Lakkia language, spokenBy, Lakkia people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lakkia people
Context triple: [Lakkia language, spokenBy, Lakkia people]
  • A. Lauje people
    The Lauje people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, highland-based way of life.
  • B. Mararit people
    The Mararit people are an ethnic group of the Sahel region in Chad and Sudan, traditionally speaking a Taman language and practicing agro-pastoralism.
  • C. Lakalai people
    The Lakalai people are an indigenous ethnic group of New Britain in Papua New Guinea, known for their distinct Austronesian language and rich traditional cultural practices.
  • D. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • E. Kurya people
    The Kurya people are a Bantu ethnic group primarily inhabiting areas around the Kenya–Tanzania border, known for agro-pastoralism, strong clan structures, and distinctive cultural practices.
  • 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: Lakkia people
Triple: [Lakkia language, spokenBy, Lakkia people]
Generated description
The Lakkia people are an ethnic group in southern China and northern Vietnam, known for their distinct Tai–Kadai language and unique cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lakkia people
Target entity description: The Lakkia people are an ethnic group in southern China and northern Vietnam, known for their distinct Tai–Kadai language and unique cultural traditions.
  • A. Lauje people
    The Lauje people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, highland-based way of life.
  • B. Mararit people
    The Mararit people are an ethnic group of the Sahel region in Chad and Sudan, traditionally speaking a Taman language and practicing agro-pastoralism.
  • C. Lakalai people
    The Lakalai people are an indigenous ethnic group of New Britain in Papua New Guinea, known for their distinct Austronesian language and rich traditional cultural practices.
  • D. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • E. Kurya people
    The Kurya people are a Bantu ethnic group primarily inhabiting areas around the Kenya–Tanzania border, known for agro-pastoralism, strong clan structures, and distinctive cultural practices.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77082a1488190850a4409339c3e1e completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e42d4f9518819091f7e02ad5f63ab3 completed April 19, 2026, 1:18 a.m.
NEDg Description generation batch_69e42f3dd02c8190b40bc692c24b2ff4 completed April 19, 2026, 1:26 a.m.
NED2 Entity disambiguation (via description) batch_69e4375eaf448190a17f8df1e83145e0 completed April 19, 2026, 2:01 a.m.
Created at: April 8, 2026, 9:22 p.m.