Triple

T3801933
Position Surface form Disambiguated ID Type / Status
Subject Oghuz E91707 entity
Predicate associatedLanguage P4185 FINISHED
Object Qashqai language
The Qashqai language is a Turkic language of the Oghuz branch spoken primarily by the Qashqai people in southwestern Iran.
 E388718 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 language | Statement: [Oghuz, associatedLanguage, Qashqai language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Qashqai language
Context triple: [Oghuz, associatedLanguage, Qashqai language]
  • A. Khwarshi language
    The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
  • B. Kasem language
    Kasem is a Gur language of the Niger-Congo family spoken primarily in parts of Burkina Faso and Ghana.
  • C. Kumzari language
    The Kumzari language is an endangered Southwestern Iranian language spoken primarily by the Kumzari people in the Musandam Peninsula of Oman.
  • D. Kalasha language
    The Kalasha language is an endangered Indo-Aryan language spoken by the Kalash people in the remote valleys of Chitral District in northern Pakistan.
  • E. Shawiya language
    The Shawiya language is a Berber (Amazigh) language spoken primarily by the Shawiya people of the Aurès Mountains and surrounding regions in northeastern Algeria.
  • 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 language
Triple: [Oghuz, associatedLanguage, Qashqai language]
Generated description
The Qashqai language is a Turkic language of the Oghuz branch spoken primarily by the Qashqai people in southwestern Iran.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Qashqai language
Target entity description: The Qashqai language is a Turkic language of the Oghuz branch spoken primarily by the Qashqai people in southwestern Iran.
  • A. Khwarshi language
    The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
  • B. Kasem language
    Kasem is a Gur language of the Niger-Congo family spoken primarily in parts of Burkina Faso and Ghana.
  • C. Kumzari language
    The Kumzari language is an endangered Southwestern Iranian language spoken primarily by the Kumzari people in the Musandam Peninsula of Oman.
  • D. Kalasha language
    The Kalasha language is an endangered Indo-Aryan language spoken by the Kalash people in the remote valleys of Chitral District in northern Pakistan.
  • E. Shawiya language
    The Shawiya language is a Berber (Amazigh) language spoken primarily by the Shawiya people of the Aurès Mountains and surrounding regions in northeastern Algeria.
  • 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_69aed96354f48190a768966d6bd19b04 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee7b998c08190b252178cd7436951 completed March 9, 2026, 3:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f066e30481909e5baa630f3539e4 completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f21d7410819084b521a7c4a4b151 completed March 14, 2026, 5:29 a.m.
NED2 Entity disambiguation (via description) batch_69b4f275d18c81909e93a6ff11fa66b4 completed March 14, 2026, 5:30 a.m.
Created at: March 9, 2026, 3:15 p.m.