Triple

T2476599
Position Surface form Disambiguated ID Type / Status
Subject Kalash Valleys E55102 entity
Predicate languageSpoken P151 FINISHED
Object Kalasha-mun
Kalasha-mun is the indigenous Indo-Aryan language spoken by the Kalash people of Pakistan’s remote Kalash Valleys.
 E55102 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: Kalasha-mun | Statement: [Kalash Valleys, languageSpoken, Kalasha-mun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kalasha-mun
Context triple: [Kalash Valleys, languageSpoken, Kalasha-mun]
  • A. Kalat
    Kalat is a historic town and district in Balochistan, Pakistan, known as a traditional center of the Brahui people and former seat of the Khanate of Kalat.
  • B. Kalash Valleys
    The Kalash Valleys are a remote mountainous region in northern Pakistan known for their indigenous Kalash people, distinctive polytheistic culture, wooden architecture, and vibrant seasonal festivals.
  • C. Umarkot
    Umarkot is a historic town in the Sindh province of Pakistan, traditionally known as the birthplace of the Mughal emperor Akbar.
  • D. Khora
    Khora is one of the now nearly extinct indigenous languages once spoken by the Great Andamanese people of the Andaman Islands in India.
  • E. Shilha
    Shilha is a major Berber (Amazigh) language of southwestern Morocco, spoken primarily by the Shilha people in the Atlas and Anti-Atlas regions.
  • 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: Kalasha-mun
Triple: [Kalash Valleys, languageSpoken, Kalasha-mun]
Generated description
Kalasha-mun is the indigenous Indo-Aryan language spoken by the Kalash people of Pakistan’s remote Kalash Valleys.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kalasha-mun
Target entity description: Kalasha-mun is the indigenous Indo-Aryan language spoken by the Kalash people of Pakistan’s remote Kalash Valleys.
  • A. Kalat
    Kalat is a historic town and district in Balochistan, Pakistan, known as a traditional center of the Brahui people and former seat of the Khanate of Kalat.
  • B. Kalash Valleys chosen
    The Kalash Valleys are a remote mountainous region in northern Pakistan known for their indigenous Kalash people, distinctive polytheistic culture, wooden architecture, and vibrant seasonal festivals.
  • C. Umarkot
    Umarkot is a historic town in the Sindh province of Pakistan, traditionally known as the birthplace of the Mughal emperor Akbar.
  • D. Khora
    Khora is one of the now nearly extinct indigenous languages once spoken by the Great Andamanese people of the Andaman Islands in India.
  • E. Shilha
    Shilha is a major Berber (Amazigh) language of southwestern Morocco, spoken primarily by the Shilha people in the Atlas and Anti-Atlas regions.
  • 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_69ab49e279e88190ab10d7248aea9d11 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd14dde208190ad4e1c9de5d43b0a completed March 7, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f8990488190bc54cc5eadf11baa completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af1fe9eecc8190b5f3e15bde5239b4 completed March 9, 2026, 7:30 p.m.
NED2 Entity disambiguation (via description) batch_69af204da9c88190a59155f04a214b8d completed March 9, 2026, 7:32 p.m.
Created at: March 6, 2026, 9:45 p.m.