Triple

T6561779
Position Surface form Disambiguated ID Type / Status
Subject Mesoamerican linguistic area E153799 entity
Predicate includesLanguageFamily P24621 FINISHED
Object Tarascan language family
The Tarascan language family is a small, unique group of indigenous languages of western Mexico, best known for its primary member, Purépecha, which is notable for having no proven genetic relationship to other language families in the region.
 E602966 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: Tarascan language family | Statement: [Mesoamerican linguistic area, includesLanguageFamily, Tarascan language family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tarascan language family
Context triple: [Mesoamerican linguistic area, includesLanguageFamily, Tarascan language family]
  • A. Tepehuan languages
    Tepehuan languages are a group of closely related Uto-Aztecan indigenous languages spoken by the Tepehuan people in northern Mexico.
  • B. Tarahumaran languages
    The Tarahumaran languages are a small group of closely related Uto-Aztecan languages spoken primarily by the Tarahumara (Rarámuri) people in northern Mexico.
  • C. Nahuan languages
    The Nahuan languages are a branch of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken by the Aztecs and other peoples of central Mexico.
  • D. Tepehua language family
    The Tepehua language family is a small group of indigenous Mesoamerican languages spoken in eastern Mexico, closely associated with and often grouped alongside the Totonac languages.
  • E. Katuic languages
    Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
  • 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: Tarascan language family
Triple: [Mesoamerican linguistic area, includesLanguageFamily, Tarascan language family]
Generated description
The Tarascan language family is a small, unique group of indigenous languages of western Mexico, best known for its primary member, Purépecha, which is notable for having no proven genetic relationship to other language families in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tarascan language family
Target entity description: The Tarascan language family is a small, unique group of indigenous languages of western Mexico, best known for its primary member, Purépecha, which is notable for having no proven genetic relationship to other language families in the region.
  • A. Tepehuan languages
    Tepehuan languages are a group of closely related Uto-Aztecan indigenous languages spoken by the Tepehuan people in northern Mexico.
  • B. Tarahumaran languages
    The Tarahumaran languages are a small group of closely related Uto-Aztecan languages spoken primarily by the Tarahumara (Rarámuri) people in northern Mexico.
  • C. Nahuan languages
    The Nahuan languages are a branch of the Uto-Aztecan language family that includes Nahuatl and related indigenous languages historically spoken by the Aztecs and other peoples of central Mexico.
  • D. Tepehua language family
    The Tepehua language family is a small group of indigenous Mesoamerican languages spoken in eastern Mexico, closely associated with and often grouped alongside the Totonac languages.
  • E. Katuic languages
    Katuic languages are a branch of the Austroasiatic language family spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic groups.
  • 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_69c6880cb35881909b763eb0125236b9 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae38e94081908f964d130f9147d8 completed March 27, 2026, 4:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d55fa1bc81908f2929e835051532 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d676e43081909bf2a9cceff0b9b3 completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d843bad081909ebb887f32ea4195 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:52 p.m.