Triple

T13427254
Position Surface form Disambiguated ID Type / Status
Subject Tarahumaran languages E313513 entity
Predicate hasPart P35 FINISHED
Object Huarijio language
The Huarijio language is an indigenous Uto-Aztecan language spoken by the Huarijio people of northwestern Mexico, primarily in the Sierra Madre Occidental region.
E1038362 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: Huarijio language | Statement: [Tarahumaran languages, hasPart, Huarijio language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huarijio language
Context triple: [Tarahumaran languages, hasPart, Huarijio language]
  • A. Hu language
    Hu language is a variety of Wu Chinese spoken primarily in and around Shanghai, known for its distinct phonology and vocabulary compared to Standard Mandarin.
  • B. Jahai language
    The Jahai language is an indigenous Mon–Khmer language spoken by the Jahai people, a small hunter-gatherer community in the Malay Peninsula.
  • C. Haroi language
    The Haroi language is an Austronesian language spoken by the Haroi ethnic group in central Vietnam, belonging to the Chamic branch and considered vulnerable or endangered.
  • D. Khwarshi language
    The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
  • E. Khufi language
    The Khufi language is a lesser-known Eastern Iranian tongue spoken in the Pamir region of Tajikistan, closely related to other Pamir languages and used by a small mountain community.
  • 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: Huarijio language
Triple: [Tarahumaran languages, hasPart, Huarijio language]
Generated description
The Huarijio language is an indigenous Uto-Aztecan language spoken by the Huarijio people of northwestern Mexico, primarily in the Sierra Madre Occidental region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huarijio language
Target entity description: The Huarijio language is an indigenous Uto-Aztecan language spoken by the Huarijio people of northwestern Mexico, primarily in the Sierra Madre Occidental region.
  • A. Hu language
    Hu language is a variety of Wu Chinese spoken primarily in and around Shanghai, known for its distinct phonology and vocabulary compared to Standard Mandarin.
  • B. Jahai language
    The Jahai language is an indigenous Mon–Khmer language spoken by the Jahai people, a small hunter-gatherer community in the Malay Peninsula.
  • C. Haroi language
    The Haroi language is an Austronesian language spoken by the Haroi ethnic group in central Vietnam, belonging to the Chamic branch and considered vulnerable or endangered.
  • D. Khwarshi language
    The Khwarshi language is a Northeast Caucasian (Nakh-Daghestanian) language spoken by a small ethnic group in Dagestan, Russia, known for its complex phonology and rich case system.
  • E. Khufi language
    The Khufi language is a lesser-known Eastern Iranian tongue spoken in the Pamir region of Tajikistan, closely related to other Pamir languages and used by a small mountain community.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaed1f9208190bf5ef5b8a7ded376 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f730883cb48190add9469c48dc3e89 completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f7311f14988190989e319741ef0ccf completed May 3, 2026, 11:27 a.m.
NED2 Entity disambiguation (via description) batch_69f731e24d508190a896875210be3189 completed May 3, 2026, 11:30 a.m.
Created at: April 9, 2026, 9:40 p.m.