Triple

T11562668
Position Surface form Disambiguated ID Type / Status
Subject Torwali E274181 entity
Predicate spokenBy P2181 FINISHED
Object Torwali people
The Torwali people are an indigenous ethnic group primarily inhabiting Pakistan’s Swat Valley, known for their distinct Dardic language, rich oral traditions, and unique cultural heritage.
 E1161447 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: Torwali people | Statement: [Torwali, spokenBy, Torwali people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Torwali people
Context triple: [Torwali, spokenBy, Torwali people]
  • A. Dagaaba people
    The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
  • B. Temiar people
    The Temiar people are an indigenous Orang Asli group of Peninsular Malaysia known for their forest-based lifestyle, rich animist spiritual traditions, and distinctive Aslian language and music.
  • C. Warji people
    The Warji people are an ethnic group primarily found in northern Nigeria, known for their distinct language and cultural traditions within the region.
  • D. Korwa people
    The Korwa people are an indigenous tribal community of central and eastern India, traditionally forest-dwelling and known for their distinct culture, language, and subsistence practices.
  • E. Dorla people
    The Dorla people are an indigenous tribal community of central India, traditionally forest-dwelling and culturally related to other Gondi-speaking groups.
  • 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: Torwali people
Triple: [Torwali, spokenBy, Torwali people]
Generated description
The Torwali people are an indigenous ethnic group primarily inhabiting Pakistan’s Swat Valley, known for their distinct Dardic language, rich oral traditions, and unique cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Torwali people
Target entity description: The Torwali people are an indigenous ethnic group primarily inhabiting Pakistan’s Swat Valley, known for their distinct Dardic language, rich oral traditions, and unique cultural heritage.
  • A. Dagaaba people
    The Dagaaba people are an ethnic group of West Africa, primarily found in northwestern Ghana and parts of Burkina Faso and Ivory Coast, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
  • B. Temiar people
    The Temiar people are an indigenous Orang Asli group of Peninsular Malaysia known for their forest-based lifestyle, rich animist spiritual traditions, and distinctive Aslian language and music.
  • C. Warji people
    The Warji people are an ethnic group primarily found in northern Nigeria, known for their distinct language and cultural traditions within the region.
  • D. Korwa people
    The Korwa people are an indigenous tribal community of central and eastern India, traditionally forest-dwelling and known for their distinct culture, language, and subsistence practices.
  • E. Dorla people
    The Dorla people are an indigenous tribal community of central India, traditionally forest-dwelling and culturally related to other Gondi-speaking groups.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88dd2016481909b33848af3d1d6c1 completed April 10, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d3551cc8190848c14c15da07dc4 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff3df53f14819094c1744d45d62431 completed May 9, 2026, 2 p.m.
NED2 Entity disambiguation (via description) batch_69ff3eab3ec88190b206ecf1b38524c7 completed May 9, 2026, 2:03 p.m.
Created at: April 8, 2026, 9:37 p.m.