Triple

T7886784
Position Surface form Disambiguated ID Type / Status
Subject Gandaki Province E183121 entity
Predicate hasMajorLanguage P207 FINISHED
Object Magar language
Magar language is a Sino-Tibetan language spoken primarily by the Magar ethnic community in central and western Nepal.
 E701227 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: Magar language | Statement: [Gandaki Province, hasMajorLanguage, Magar language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Magar language
Context triple: [Gandaki Province, hasMajorLanguage, Magar language]
  • A. Magahi language
    Magahi language is an Eastern Indo-Aryan language spoken primarily in the Indian state of Bihar and surrounding regions, closely related to languages like Bhojpuri and Maithili.
  • B. Khaling language
    The Khaling language is a Kiranti Sino-Tibetan language spoken by the Khaling ethnic group in eastern Nepal, noted for its complex verbal morphology and rich consonant system.
  • C. Angami language
    Angami language is a Sino-Tibetan language spoken primarily by the Angami Naga people in Nagaland, India, known for its rich oral traditions and complex tonal system.
  • D. Kalasha language
    The Kalasha language is an endangered Indo-Aryan language spoken by the Kalash people in the remote valleys of Chitral District in northern Pakistan.
  • E. Shambala language
    Shambala is a Bantu language spoken primarily by the Shambaa people in the Usambara Mountains of northeastern Tanzania.
  • 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: Magar language
Triple: [Gandaki Province, hasMajorLanguage, Magar language]
Generated description
Magar language is a Sino-Tibetan language spoken primarily by the Magar ethnic community in central and western Nepal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Magar language
Target entity description: Magar language is a Sino-Tibetan language spoken primarily by the Magar ethnic community in central and western Nepal.
  • A. Magahi language
    Magahi language is an Eastern Indo-Aryan language spoken primarily in the Indian state of Bihar and surrounding regions, closely related to languages like Bhojpuri and Maithili.
  • B. Khaling language
    The Khaling language is a Kiranti Sino-Tibetan language spoken by the Khaling ethnic group in eastern Nepal, noted for its complex verbal morphology and rich consonant system.
  • C. Angami language
    Angami language is a Sino-Tibetan language spoken primarily by the Angami Naga people in Nagaland, India, known for its rich oral traditions and complex tonal system.
  • D. Kalasha language
    The Kalasha language is an endangered Indo-Aryan language spoken by the Kalash people in the remote valleys of Chitral District in northern Pakistan.
  • E. Shambala language
    Shambala is a Bantu language spoken primarily by the Shambaa people in the Usambara Mountains of northeastern Tanzania.
  • 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_69ca828af6e48190a06ee7010d8f0e64 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb39d7e6308190b5a554385e83ff0d completed March 31, 2026, 3:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b98f9b88190b25b5c23a9ae9ced completed March 31, 2026, 5:28 a.m.
NEDg Description generation batch_69cb7631d10881908e3c7dacb98520cd completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbbf847f3c819092d690d8d65f6d60 completed March 31, 2026, 12:35 p.m.
Created at: March 30, 2026, 4:59 p.m.