Triple
T2101567
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Turkic languages |
E37102
|
entity |
| Predicate | hasMajorLanguage |
P207
|
FINISHED |
| Object |
Khakas
Khakas is a Turkic language spoken primarily by the Khakas people in the Republic of Khakassia in south-central Siberia, Russia.
|
E233987
|
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: Khakas | Statement: [Turkic languages, hasMajorLanguage, Khakas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khakas Context triple: [Turkic languages, hasMajorLanguage, Khakas]
-
A.
Sakha (Yakut) people
The Sakha (Yakut) people are a Turkic-speaking Indigenous group of northeastern Siberia, known for their horse and cattle pastoralism, rich epic oral traditions, and cultural adaptation to the extreme climate of the Russian Far East.
-
B.
Selkup
The Selkup are an indigenous Uralic-speaking people of Siberia, traditionally semi-nomadic hunters, fishers, and reindeer herders living mainly along the middle reaches of the Ob River in Russia.
-
C.
Enets
Enets are a small Indigenous Samoyedic people of northern Siberia, closely related linguistically and culturally to the Nenets, with a traditional lifestyle centered on reindeer herding, fishing, and hunting.
-
D.
Nenets
The Nenets are an Indigenous Samoyedic people of northern Russia known for their reindeer herding, nomadic lifestyle, and adaptation to the Arctic tundra environment.
-
E.
Altai people
The Altai people are a Turkic ethnic group native to south-central Siberia, known for their traditional pastoralism, shamanistic and Orthodox Christian beliefs, and rich oral epic heritage.
- 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: Khakas Triple: [Turkic languages, hasMajorLanguage, Khakas]
Generated description
Khakas is a Turkic language spoken primarily by the Khakas people in the Republic of Khakassia in south-central Siberia, Russia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khakas Target entity description: Khakas is a Turkic language spoken primarily by the Khakas people in the Republic of Khakassia in south-central Siberia, Russia.
-
A.
Sakha (Yakut) people
The Sakha (Yakut) people are a Turkic-speaking Indigenous group of northeastern Siberia, known for their horse and cattle pastoralism, rich epic oral traditions, and cultural adaptation to the extreme climate of the Russian Far East.
-
B.
Selkup
The Selkup are an indigenous Uralic-speaking people of Siberia, traditionally semi-nomadic hunters, fishers, and reindeer herders living mainly along the middle reaches of the Ob River in Russia.
-
C.
Enets
Enets are a small Indigenous Samoyedic people of northern Siberia, closely related linguistically and culturally to the Nenets, with a traditional lifestyle centered on reindeer herding, fishing, and hunting.
-
D.
Nenets
The Nenets are an Indigenous Samoyedic people of northern Russia known for their reindeer herding, nomadic lifestyle, and adaptation to the Arctic tundra environment.
-
E.
Altai people
The Altai people are a Turkic ethnic group native to south-central Siberia, known for their traditional pastoralism, shamanistic and Orthodox Christian beliefs, and rich oral epic heritage.
- 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_69a8861828948190924aa30c08806b3a |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abbabc83a8819091f786f21d33b5a6 |
completed | March 7, 2026, 5:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae3065f3588190bc483e07dda8cf71 |
completed | March 9, 2026, 2:28 a.m. |
| NEDg | Description generation | batch_69ae3106488c8190a044d843a10f531a |
completed | March 9, 2026, 2:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae31889bc0819092810ade1961d10e |
completed | March 9, 2026, 2:33 a.m. |
Created at: March 4, 2026, 7:43 p.m.