Triple

T9460648
Position Surface form Disambiguated ID Type / Status
Subject Yaghnobi E228135 entity
Predicate spokenBy P2181 FINISHED
Object Yaghnobi people
The Yaghnobi people are a small Tajik ethnic group living mainly in the Yaghnob Valley of Tajikistan, known for preserving the Yaghnobi language, a direct descendant of ancient Sogdian.
E802654 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: Yaghnobi people | Statement: [Yaghnobi, spokenBy, Yaghnobi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yaghnobi people
Context triple: [Yaghnobi, spokenBy, Yaghnobi people]
  • A. Shushtari people
    The Shushtari people are an Iranian ethnic group traditionally associated with the city of Shushtar and the surrounding region in southwestern Iran, particularly in Khuzestan Province.
  • B. Kumyk people
    The Kumyk people are a Turkic ethnic group native to the North Caucasus region of Russia, historically known as agriculturalists, traders, and early urban dwellers with a rich cultural and linguistic heritage.
  • C. Gija people
    The Gija people are an Aboriginal Australian group from the East Kimberley region of Western Australia, known for their deep cultural connection to the land and distinctive artistic traditions.
  • D. Aimaq people
    The Aimaq people are a semi-nomadic Persian-speaking ethnic group of western and central Afghanistan, known for their tribal social structure and pastoral lifestyle.
  • E. Khalaj people
    The Khalaj people are a small Turkic ethnic group primarily known for preserving an archaic Turkic language and traditional culture in central Iran.
  • 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: Yaghnobi people
Triple: [Yaghnobi, spokenBy, Yaghnobi people]
Generated description
The Yaghnobi people are a small Tajik ethnic group living mainly in the Yaghnob Valley of Tajikistan, known for preserving the Yaghnobi language, a direct descendant of ancient Sogdian.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yaghnobi people
Target entity description: The Yaghnobi people are a small Tajik ethnic group living mainly in the Yaghnob Valley of Tajikistan, known for preserving the Yaghnobi language, a direct descendant of ancient Sogdian.
  • A. Shushtari people
    The Shushtari people are an Iranian ethnic group traditionally associated with the city of Shushtar and the surrounding region in southwestern Iran, particularly in Khuzestan Province.
  • B. Kumyk people
    The Kumyk people are a Turkic ethnic group native to the North Caucasus region of Russia, historically known as agriculturalists, traders, and early urban dwellers with a rich cultural and linguistic heritage.
  • C. Gija people
    The Gija people are an Aboriginal Australian group from the East Kimberley region of Western Australia, known for their deep cultural connection to the land and distinctive artistic traditions.
  • D. Aimaq people
    The Aimaq people are a semi-nomadic Persian-speaking ethnic group of western and central Afghanistan, known for their tribal social structure and pastoral lifestyle.
  • E. Khalaj people
    The Khalaj people are a small Turkic ethnic group primarily known for preserving an archaic Turkic language and traditional culture in central Iran.
  • 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_69ca843b123881909b0e60028475d12d completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7fcaf610819092bcd3b871665aa5 completed April 1, 2026, 8:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12ce01b548190a30f6cc7f3084b06 completed April 4, 2026, 3:23 p.m.
NEDg Description generation batch_69d130c9c89c819080fa98e149a512a9 completed April 4, 2026, 3:39 p.m.
NED2 Entity disambiguation (via description) batch_69d1311c105c8190b94f4ffa348c6b59 completed April 4, 2026, 3:41 p.m.
Created at: March 30, 2026, 7:52 p.m.