Triple

T6561776
Position Surface form Disambiguated ID Type / Status
Subject Mesoamerican linguistic area E153799 entity
Predicate includesLanguageFamily P24621 FINISHED
Object Xincan languages
Xincan languages are an extinct or nearly extinct group of indigenous languages once spoken in southeastern Guatemala, notable for being a small, isolate family unrelated to the major Mesoamerican language groups.
 E602964 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: Xincan languages | Statement: [Mesoamerican linguistic area, includesLanguageFamily, Xincan languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Xincan languages
Context triple: [Mesoamerican linguistic area, includesLanguageFamily, Xincan languages]
  • A. Wintuan languages
    Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
  • B. Qiangic languages
    Qiangic languages are a branch of the Sino-Tibetan language family spoken primarily by ethnic groups in Sichuan and nearby regions of southwestern China, noted for their complex phonology and grammatical structures.
  • C. Chimakuan languages
    The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
  • D. Zanian languages
    Zanian languages are a small group of closely related Kartvelian languages spoken primarily in western Georgia, including Mingrelian and Laz.
  • E. Chicham languages
    The Chicham languages are a small family of closely related indigenous languages spoken by various Jivaroan peoples of the Amazonian regions of Ecuador and Peru.
  • 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: Xincan languages
Triple: [Mesoamerican linguistic area, includesLanguageFamily, Xincan languages]
Generated description
Xincan languages are an extinct or nearly extinct group of indigenous languages once spoken in southeastern Guatemala, notable for being a small, isolate family unrelated to the major Mesoamerican language groups.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Xincan languages
Target entity description: Xincan languages are an extinct or nearly extinct group of indigenous languages once spoken in southeastern Guatemala, notable for being a small, isolate family unrelated to the major Mesoamerican language groups.
  • A. Wintuan languages
    Wintuan languages are a small family of Native American languages historically spoken in northern California, often grouped within the proposed Penutian phylum.
  • B. Qiangic languages
    Qiangic languages are a branch of the Sino-Tibetan language family spoken primarily by ethnic groups in Sichuan and nearby regions of southwestern China, noted for their complex phonology and grammatical structures.
  • C. Chimakuan languages
    The Chimakuan languages are a small family of now-extinct Indigenous languages once spoken in the Pacific Northwest of North America, particularly on the Olympic Peninsula in Washington State.
  • D. Zanian languages
    Zanian languages are a small group of closely related Kartvelian languages spoken primarily in western Georgia, including Mingrelian and Laz.
  • E. Chicham languages
    The Chicham languages are a small family of closely related indigenous languages spoken by various Jivaroan peoples of the Amazonian regions of Ecuador and Peru.
  • 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.