Triple

T6922326
Position Surface form Disambiguated ID Type / Status
Subject Tadaksahak language E160217 entity
Predicate spokenBy P2181 FINISHED
Object Tadaksahak people
The Tadaksahak people are a semi-nomadic ethnic group of the Sahel region, primarily in Mali, known for their pastoralist lifestyle and distinct Afro-Asiatic language and culture influenced by neighboring Tuareg communities.
E690223 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: Tadaksahak people | Statement: [Tadaksahak language, spokenBy, Tadaksahak people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tadaksahak people
Context triple: [Tadaksahak language, spokenBy, Tadaksahak people]
  • A. Tigak people
    The Tigak people are an indigenous ethnic group of Papua New Guinea, primarily inhabiting the coastal and island areas of New Ireland Province, with a distinct Austronesian language and seafaring culture.
  • B. Paakantji people
    The Paakantji people are an Aboriginal Australian group traditionally associated with the Darling River region of western New South Wales, known for their rich cultural heritage, language, and enduring connection to their ancestral lands.
  • C. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • D. Tani peoples
    The Tani peoples are a group of indigenous communities of Arunachal Pradesh and surrounding regions in Northeast India, known for their shared Tibeto-Burman linguistic heritage and distinct cultural traditions.
  • E. Subanen people
    The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
  • 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: Tadaksahak people
Triple: [Tadaksahak language, spokenBy, Tadaksahak people]
Generated description
The Tadaksahak people are a semi-nomadic ethnic group of the Sahel region, primarily in Mali, known for their pastoralist lifestyle and distinct Afro-Asiatic language and culture influenced by neighboring Tuareg communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tadaksahak people
Target entity description: The Tadaksahak people are a semi-nomadic ethnic group of the Sahel region, primarily in Mali, known for their pastoralist lifestyle and distinct Afro-Asiatic language and culture influenced by neighboring Tuareg communities.
  • A. Tigak people
    The Tigak people are an indigenous ethnic group of Papua New Guinea, primarily inhabiting the coastal and island areas of New Ireland Province, with a distinct Austronesian language and seafaring culture.
  • B. Paakantji people
    The Paakantji people are an Aboriginal Australian group traditionally associated with the Darling River region of western New South Wales, known for their rich cultural heritage, language, and enduring connection to their ancestral lands.
  • C. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • D. Tani peoples
    The Tani peoples are a group of indigenous communities of Arunachal Pradesh and surrounding regions in Northeast India, known for their shared Tibeto-Burman linguistic heritage and distinct cultural traditions.
  • E. Subanen people
    The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
  • 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_69c6884d350081908d8a970e4d40ad78 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9fd159c819092a69d1a24e22dd5 completed March 27, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c922a0d2688190982714e2e409465d completed March 29, 2026, 1:01 p.m.
NEDg Description generation batch_69c92300ecc88190a33dd96299bf3d1c completed March 29, 2026, 1:02 p.m.
NED2 Entity disambiguation (via description) batch_69c9235aa9fc8190bcb027749231dfdd completed March 29, 2026, 1:04 p.m.
Created at: March 27, 2026, 2:26 p.m.