Triple

T3728389
Position Surface form Disambiguated ID Type / Status
Subject Qashqai E79003 entity
Predicate spokenBy P2181 FINISHED
Object Qashqai people
The Qashqai people are a traditionally nomadic Turkic ethnic group of southwestern Iran, known for their pastoral lifestyle, tribal confederation, and distinctive weaving and textile arts.
 E383791 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: Qashqai people | Statement: [Qashqai, spokenBy, Qashqai people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qashqai people
Context triple: [Qashqai, spokenBy, Qashqai people]
  • A. Buin people
    The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
  • B. Marghi people
    The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
  • C. Asiri people
    The Asiri people are an ethnic group native to southwestern Saudi Arabia’s mountainous Asir region, known for their distinct tribal culture, traditional architecture, and vibrant decorative arts.
  • D. Sami people
    The Sami people are an Indigenous Finno-Ugric ethnic group of northern Fennoscandia, traditionally known for reindeer herding, fishing, and a distinct language and culture spanning Norway, Sweden, Finland, and Russia.
  • E. Shuar people
    The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
  • 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: Qashqai people
Triple: [Qashqai, spokenBy, Qashqai people]
Generated description
The Qashqai people are a traditionally nomadic Turkic ethnic group of southwestern Iran, known for their pastoral lifestyle, tribal confederation, and distinctive weaving and textile arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qashqai people
Target entity description: The Qashqai people are a traditionally nomadic Turkic ethnic group of southwestern Iran, known for their pastoral lifestyle, tribal confederation, and distinctive weaving and textile arts.
  • A. Buin people
    The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
  • B. Marghi people
    The Marghi people are an ethnic group native to northeastern Nigeria, particularly around the Borno region, known for their distinct language and agrarian cultural traditions.
  • C. Asiri people
    The Asiri people are an ethnic group native to southwestern Saudi Arabia’s mountainous Asir region, known for their distinct tribal culture, traditional architecture, and vibrant decorative arts.
  • D. Sami people
    The Sami people are an Indigenous Finno-Ugric ethnic group of northern Fennoscandia, traditionally known for reindeer herding, fishing, and a distinct language and culture spanning Norway, Sweden, Finland, and Russia.
  • E. Shuar people
    The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
  • 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_69ad8b0e4650819090ad7cef094285e8 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcaf921bc81908bb347d6b9204670 completed March 8, 2026, 7:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4db13d34881909fa74c682184b797 completed March 14, 2026, 3:50 a.m.
NEDg Description generation batch_69b4dbded2c8819084c26ae2ec1c19b3 completed March 14, 2026, 3:54 a.m.
NED2 Entity disambiguation (via description) batch_69b4dc9b80f8819083074657a32798a4 completed March 14, 2026, 3:57 a.m.
Created at: March 8, 2026, 3:34 p.m.