Triple

T10920823
Position Surface form Disambiguated ID Type / Status
Subject Lakkia language E257939 entity
Predicate hasSpeakerCommunity P5562 FINISHED
Object Lakkia ethnic group
The Lakkia ethnic group is a small indigenous community in southern China and northern Vietnam, known for its unique Tai–Kadai language and distinct cultural traditions.
E893924 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 ethnic group | Statement: [Lakkia language, hasSpeakerCommunity, Lakkia ethnic group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lakkia ethnic group
Context triple: [Lakkia language, hasSpeakerCommunity, Lakkia ethnic group]
  • A. 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.
  • B. 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.
  • C. Liha people
    The Liha people are a small Vietic ethnic group indigenous to parts of Vietnam, known for their distinct language and traditional highland culture.
  • D. Likan Antai people
    The Likan Antai people, also known as the Atacameños, are an Indigenous group of the Atacama Desert region in northern Chile with a long-standing tradition of oasis agriculture, caravan trade, and rich pre-Columbian cultural heritage.
  • E. Tolaki people
    The Tolaki people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, agrarian traditions, and rich customary laws and rituals.
  • 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 ethnic group
Triple: [Lakkia language, hasSpeakerCommunity, Lakkia ethnic group]
Generated description
The Lakkia ethnic group is a small indigenous community in southern China and northern Vietnam, known for its unique Tai–Kadai language and distinct cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lakkia ethnic group
Target entity description: The Lakkia ethnic group is a small indigenous community in southern China and northern Vietnam, known for its unique Tai–Kadai language and distinct cultural traditions.
  • A. 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.
  • B. 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.
  • C. Liha people
    The Liha people are a small Vietic ethnic group indigenous to parts of Vietnam, known for their distinct language and traditional highland culture.
  • D. Likan Antai people
    The Likan Antai people, also known as the Atacameños, are an Indigenous group of the Atacama Desert region in northern Chile with a long-standing tradition of oasis agriculture, caravan trade, and rich pre-Columbian cultural heritage.
  • E. Tolaki people
    The Tolaki people are an indigenous ethnic group of Southeast Sulawesi, Indonesia, known for their distinct Austronesian language, agrarian traditions, and rich customary laws and rituals.
  • 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_69e2171adbbc8190916a5463b6e5c186 completed April 17, 2026, 11:18 a.m.
NEDg Description generation batch_69e21d8a2e6881909b33cbe4ab919315 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eaa1e9881909f3b276e0ff0c511 completed April 17, 2026, 11:51 a.m.
Created at: April 8, 2026, 9:22 p.m.