Triple

T8145179
Position Surface form Disambiguated ID Type / Status
Subject Lakalai language E190191 entity
Predicate spokenBy P2181 FINISHED
Object 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.
 E796969 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: Lakalai people | Statement: [Lakalai language, spokenBy, Lakalai people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lakalai people
Context triple: [Lakalai language, spokenBy, Lakalai 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. Arakwal people
    The Arakwal people are an Aboriginal Australian group whose ancestral lands encompass the coastal region around present-day Byron Bay in New South Wales.
  • C. Balantak people
    The Balantak people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, often upland, way of life.
  • D. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • E. Kokota people
    The Kokota people are an indigenous ethnic group from Santa Isabel Island in the Solomon Islands, known for their distinct Austronesian language and traditional subsistence lifestyle.
  • 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: Lakalai people
Triple: [Lakalai language, spokenBy, Lakalai people]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lakalai people
Target entity description: 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.
  • 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. Arakwal people
    The Arakwal people are an Aboriginal Australian group whose ancestral lands encompass the coastal region around present-day Byron Bay in New South Wales.
  • C. Balantak people
    The Balantak people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, often upland, way of life.
  • D. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • E. Kokota people
    The Kokota people are an indigenous ethnic group from Santa Isabel Island in the Solomon Islands, known for their distinct Austronesian language and traditional subsistence lifestyle.
  • 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_69ca82be7ba8819087de0147e9292c83 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4445f1948190b8d319b60dd47f65 completed March 31, 2026, 3:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1076c28b08190a5a0ab74ccfb9909 completed April 4, 2026, 12:43 p.m.
NEDg Description generation batch_69d107ebdd4c819084eff70c0b31d693 completed April 4, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69d1085b8ce4819086fe3a006f9ea13f completed April 4, 2026, 12:47 p.m.
Created at: March 30, 2026, 5:36 p.m.