Triple

T2494961
Position Surface form Disambiguated ID Type / Status
Subject Swat District E52132 entity
Predicate language P15 FINISHED
Object Torwali
Torwali is an Indo-Aryan language spoken primarily by the Torwali community in Pakistan’s Swat Valley, known for its distinct phonology and endangered status.
 E274181 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: Torwali | Statement: [Swat District, language, Torwali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Torwali
Context triple: [Swat District, language, Torwali]
  • A. Tynaarlo
    Tynaarlo is a municipality in the northeastern Netherlands known for its rural character and location between the cities of Groningen and Assen.
  • B. Teurnia
    Teurnia was an important ancient Roman city that served as a major administrative and cultural center in the province of Noricum, located in what is now southern Austria.
  • C. Golian
    Golian is a Slovak surname most notably associated with Ján Golian, a key military leader of the Slovak National Uprising during World War II.
  • D. Trebanos
    Trebanos is a village in South Wales situated within the county borough of Neath Port Talbot.
  • E. Liluah
    Liluah is a suburban locality in the Howrah district of West Bengal, India, known for its residential areas and railway facilities near Kolkata.
  • 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: Torwali
Triple: [Swat District, language, Torwali]
Generated description
Torwali is an Indo-Aryan language spoken primarily by the Torwali community in Pakistan’s Swat Valley, known for its distinct phonology and endangered status.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Torwali
Target entity description: Torwali is an Indo-Aryan language spoken primarily by the Torwali community in Pakistan’s Swat Valley, known for its distinct phonology and endangered status.
  • A. Tynaarlo
    Tynaarlo is a municipality in the northeastern Netherlands known for its rural character and location between the cities of Groningen and Assen.
  • B. Teurnia
    Teurnia was an important ancient Roman city that served as a major administrative and cultural center in the province of Noricum, located in what is now southern Austria.
  • C. Golian
    Golian is a Slovak surname most notably associated with Ján Golian, a key military leader of the Slovak National Uprising during World War II.
  • D. Trebanos
    Trebanos is a village in South Wales situated within the county borough of Neath Port Talbot.
  • E. Liluah
    Liluah is a suburban locality in the Howrah district of West Bengal, India, known for its residential areas and railway facilities near Kolkata.
  • 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_69ab4955111c8190835bf619adec21ff completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd19541048190b9e39db119c20fe8 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2b8789c88190b0300af1260eb9bd completed March 9, 2026, 8:20 p.m.
NEDg Description generation batch_69af42fba64c8190bc5d728ccf5343f2 completed March 9, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69af435fb0908190b1c48bc05cbb754c completed March 9, 2026, 10:02 p.m.
Created at: March 6, 2026, 9:45 p.m.