Triple

T2343726
Position Surface form Disambiguated ID Type / Status
Subject Ashkun language E45083 entity
Predicate spokenBy P2181 FINISHED
Object Ashkun people
The Ashkun people are an ethnic group from eastern Afghanistan, primarily residing in Nuristan, known for their distinct Indo-Iranian language and traditional mountain culture.
E262159 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: Ashkun people | Statement: [Ashkun language, spokenBy, Ashkun people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ashkun people
Context triple: [Ashkun language, spokenBy, Ashkun people]
  • A. Shuar people
    The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
  • B. Tübatulabal people
    The Tübatulabal people are a Native American group indigenous to the Kern River Valley region of California, known for their distinct Uto-Aztecan language and traditional riverine culture.
  • C. Buin people
    The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
  • D. Bubi people
    The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
  • E. Shilha people
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • 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: Ashkun people
Triple: [Ashkun language, spokenBy, Ashkun people]
Generated description
The Ashkun people are an ethnic group from eastern Afghanistan, primarily residing in Nuristan, known for their distinct Indo-Iranian language and traditional mountain culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ashkun people
Target entity description: The Ashkun people are an ethnic group from eastern Afghanistan, primarily residing in Nuristan, known for their distinct Indo-Iranian language and traditional mountain culture.
  • A. Shuar people
    The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
  • B. Tübatulabal people
    The Tübatulabal people are a Native American group indigenous to the Kern River Valley region of California, known for their distinct Uto-Aztecan language and traditional riverine culture.
  • C. Buin people
    The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
  • D. Bubi people
    The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
  • E. Shilha people
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • 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_69a88917935081909b755dbf38e81024 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abc6ae33e881909a81a0c0def59059 completed March 7, 2026, 6:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3c116088190b15fd12d5ac75594 completed March 9, 2026, 11:49 a.m.
NEDg Description generation batch_69aeb43a78f88190a152c8fa83823202 completed March 9, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69aeb4a713508190a9b06ba88364d4d4 completed March 9, 2026, 11:53 a.m.
Created at: March 4, 2026, 7:52 p.m.