Triple

T10642978
Position Surface form Disambiguated ID Type / Status
Subject Hill Mari E250768 entity
Predicate subfamilyOf P1244 FINISHED
Object Mari languages
The Mari languages are a group of Uralic languages spoken primarily along the Volga and Kama rivers in Russia by the Mari people, featuring distinct dialects such as Hill Mari and Meadow Mari.
E152759 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: Mari languages | Statement: [Hill Mari, subfamilyOf, Mari languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mari languages
Context triple: [Hill Mari, subfamilyOf, Mari languages]
  • A. Mari language
    The Mari language is a Uralic language spoken primarily by the Mari people in the Mari El Republic and surrounding regions of Russia, known for its distinct dialects and rich oral tradition.
  • B. Pame languages
    The Pame languages are a small group of closely related Oto-Manguean indigenous languages spoken by the Pame people in central Mexico.
  • C. Kaili–Pamona languages
    The Kaili–Pamona languages are a group of closely related Austronesian languages spoken primarily in Central Sulawesi, Indonesia.
  • D. Tagbanwa languages
    Tagbanwa languages are a group of closely related Austronesian languages spoken by the Tagbanwa people of Palawan in the Philippines, known for their association with one of the country’s indigenous scripts.
  • E. Nambikwara languages
    The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
  • 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: Mari languages
Triple: [Hill Mari, subfamilyOf, Mari languages]
Generated description
The Mari languages are a group of Uralic languages spoken primarily along the Volga and Kama rivers in Russia by the Mari people, featuring distinct dialects such as Hill Mari and Meadow Mari.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mari languages
Target entity description: The Mari languages are a group of Uralic languages spoken primarily along the Volga and Kama rivers in Russia by the Mari people, featuring distinct dialects such as Hill Mari and Meadow Mari.
  • A. Mari language chosen
    The Mari language is a Uralic language spoken primarily by the Mari people in the Mari El Republic and surrounding regions of Russia, known for its distinct dialects and rich oral tradition.
  • B. Pame languages
    The Pame languages are a small group of closely related Oto-Manguean indigenous languages spoken by the Pame people in central Mexico.
  • C. Kaili–Pamona languages
    The Kaili–Pamona languages are a group of closely related Austronesian languages spoken primarily in Central Sulawesi, Indonesia.
  • D. Tagbanwa languages
    Tagbanwa languages are a group of closely related Austronesian languages spoken by the Tagbanwa people of Palawan in the Philippines, known for their association with one of the country’s indigenous scripts.
  • E. Nambikwara languages
    The Nambikwara languages are a small family of indigenous languages spoken by the Nambikwara peoples of western Brazil, known for their typological diversity and significance in Amazonian linguistic studies.
  • F. None of above.

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_69d6aa5a4c4881908f39be6efe5981e5 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6dfcf65fc81909a0c86daefaab1ab completed April 8, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d9884dab1481909c868f7d54265a60 completed April 10, 2026, 11:31 p.m.
NEDg Description generation batch_69d98ae8403c81908a229aa06bd0388a completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98ce9ba0c8190a7c62fa670e23705 completed April 10, 2026, 11:51 p.m.
Created at: April 8, 2026, 9:05 p.m.