Triple

T6099268
Position Surface form Disambiguated ID Type / Status
Subject Karao language E135953 entity
Predicate spokenBy P2181 FINISHED
Object Karao people
The Karao people are an indigenous ethnic group of the Philippines known for their distinct Austronesian language and traditional highland culture.
 E595086 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: Karao people | Statement: [Karao language, spokenBy, Karao people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Karao people
Context triple: [Karao language, spokenBy, Karao people]
  • A. Karo people
    The Karo people are an indigenous ethnic group from the highlands of North Sumatra, Indonesia, known for their distinct culture, traditional adat customs, and unique architectural and artistic heritage.
  • B. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • C. Toubou people
    The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
  • D. Tajio people
    The Tajio people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct language and traditional coastal and agricultural livelihoods.
  • E. Kamviri people
    The Kamviri people are an Indo-Iranian ethnic group of Nuristan, primarily inhabiting remote valleys of eastern Afghanistan and known for preserving distinct cultural and linguistic traditions.
  • 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: Karao people
Triple: [Karao language, spokenBy, Karao people]
Generated description
The Karao people are an indigenous ethnic group of the Philippines known for their distinct Austronesian language and traditional highland culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Karao people
Target entity description: The Karao people are an indigenous ethnic group of the Philippines known for their distinct Austronesian language and traditional highland culture.
  • A. Karo people
    The Karo people are an indigenous ethnic group from the highlands of North Sumatra, Indonesia, known for their distinct culture, traditional adat customs, and unique architectural and artistic heritage.
  • B. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • C. Toubou people
    The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
  • D. Tajio people
    The Tajio people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct language and traditional coastal and agricultural livelihoods.
  • E. Kamviri people
    The Kamviri people are an Indo-Iranian ethnic group of Nuristan, primarily inhabiting remote valleys of eastern Afghanistan and known for preserving distinct cultural and linguistic traditions.
  • 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_69c0087cd3c48190b459848c72d84eb1 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05b3970808190ba90f5e4235db9f2 completed March 22, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64b9acb1c8190a51e540371e20bde completed March 27, 2026, 9:19 a.m.
NEDg Description generation batch_69c64d52cf8081908b797a68217a4341 completed March 27, 2026, 9:26 a.m.
NED2 Entity disambiguation (via description) batch_69c64e2adf448190829c2a86c4e483eb completed March 27, 2026, 9:30 a.m.
Created at: March 22, 2026, 4:13 p.m.