Triple

T7129767
Position Surface form Disambiguated ID Type / Status
Subject Kalao language E166155 entity
Predicate ethnicity P194 FINISHED
Object Kalao people
The Kalao people are an ethnic group in Indonesia, primarily known from the Kalao language they speak and their distinct local cultural traditions.
E656270 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: Kalao people | Statement: [Kalao language, ethnicity, Kalao people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kalao people
Context triple: [Kalao language, ethnicity, Kalao people]
  • A. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • B. Butuanon people
    The Butuanon people are an indigenous ethnolinguistic group from the city of Butuan and surrounding areas in northeastern Mindanao in the Philippines, known for their distinct Butuanon language and maritime heritage.
  • C. Balangao people
    The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, social structure, and language.
  • D. Pakpak people
    The Pakpak people are an indigenous ethnic group from the highland regions of North Sumatra, Indonesia, with their own distinct culture, traditions, and social customs.
  • E. Malaitan people
    The Malaitan people are an indigenous Melanesian ethnic group of the Solomon Islands, primarily associated with Malaita Island and known for their rich traditional culture and complex social structures.
  • 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: Kalao people
Triple: [Kalao language, ethnicity, Kalao people]
Generated description
The Kalao people are an ethnic group in Indonesia, primarily known from the Kalao language they speak and their distinct local cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kalao people
Target entity description: The Kalao people are an ethnic group in Indonesia, primarily known from the Kalao language they speak and their distinct local cultural traditions.
  • A. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • B. Butuanon people
    The Butuanon people are an indigenous ethnolinguistic group from the city of Butuan and surrounding areas in northeastern Mindanao in the Philippines, known for their distinct Butuanon language and maritime heritage.
  • C. Balangao people
    The Balangao people are an indigenous ethnic group of the northern Philippines, traditionally upland farmers with a distinct culture, social structure, and language.
  • D. Pakpak people
    The Pakpak people are an indigenous ethnic group from the highland regions of North Sumatra, Indonesia, with their own distinct culture, traditions, and social customs.
  • E. Malaitan people
    The Malaitan people are an indigenous Melanesian ethnic group of the Solomon Islands, primarily associated with Malaita Island and known for their rich traditional culture and complex social structures.
  • 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_69c6888350588190870cd552b427a1cd completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e66c87848190b0ffd08e3c3f4877 completed March 27, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7eec29d8c81909d9123b48b195f98 completed March 28, 2026, 3:07 p.m.
NEDg Description generation batch_69c7ef5b7ce081908702e564f09f2fe1 completed March 28, 2026, 3:10 p.m.
NED2 Entity disambiguation (via description) batch_69c7efb24a488190b53720f521151c61 completed March 28, 2026, 3:11 p.m.
Created at: March 27, 2026, 2:44 p.m.