Triple

T11012441
Position Surface form Disambiguated ID Type / Status
Subject Kra languages E260274 entity
Predicate spokenBy P2181 FINISHED
Object Lachi people
The Lachi people are an ethnic group in Southeast Asia, primarily in northern Vietnam and southern China, known for their distinct culture and language within the Kra branch of the Tai–Kadai family.
E1063395 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: Lachi people | Statement: [Kra languages, spokenBy, Lachi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lachi people
Context triple: [Kra languages, spokenBy, Lachi people]
  • A. Chachi people
    The Chachi people are an Indigenous group of northwestern Ecuador known for their riverine settlements, traditional wooden stilt houses, and rich cultural practices tied to the tropical rainforest environment.
  • B. 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.
  • C. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • D. 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.
  • E. Shilha people
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • 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: Lachi people
Triple: [Kra languages, spokenBy, Lachi people]
Generated description
The Lachi people are an ethnic group in Southeast Asia, primarily in northern Vietnam and southern China, known for their distinct culture and language within the Kra branch of the Tai–Kadai family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lachi people
Target entity description: The Lachi people are an ethnic group in Southeast Asia, primarily in northern Vietnam and southern China, known for their distinct culture and language within the Kra branch of the Tai–Kadai family.
  • A. Chachi people
    The Chachi people are an Indigenous group of northwestern Ecuador known for their riverine settlements, traditional wooden stilt houses, and rich cultural practices tied to the tropical rainforest environment.
  • B. 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.
  • C. Halchidhoma people
    The Halchidhoma people are a Native American group of the Yuman language family traditionally living along the lower Colorado River in what is now Arizona and California.
  • D. 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.
  • E. Shilha people
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • 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_69d6aa9687448190b28d353b1b6a610e completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7978a57a881909b4ceae0ebe21b78 completed April 9, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7b8bcbb34819088c21d79357eef8a completed May 3, 2026, 9:06 p.m.
NEDg Description generation batch_69f7b974fce88190ace5030555b7b5f1 completed May 3, 2026, 9:09 p.m.
NED2 Entity disambiguation (via description) batch_69f7ba99ad9c8190906b6b63cf27a446 completed May 3, 2026, 9:14 p.m.
Created at: April 8, 2026, 9:25 p.m.