Triple

T2291325
Position Surface form Disambiguated ID Type / Status
Subject Taman languages E51509 entity
Predicate hasEthnicity P194 FINISHED
Object Mararit people
The Mararit people are an ethnic group of the Sahel region in Chad and Sudan, traditionally speaking a Taman language and practicing agro-pastoralism.
E271626 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: Mararit people | Statement: [Taman languages, hasEthnicity, Mararit people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mararit people
Context triple: [Taman languages, hasEthnicity, Mararit people]
  • A. Shilha people
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • 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. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • D. 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.
  • E. Bandari people
    The Bandari people are an ethnic group native to Iran’s southern coastal regions along the Persian Gulf, known for their seafaring traditions, distinctive music and dance, and a culture shaped by centuries of maritime trade.
  • 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: Mararit people
Triple: [Taman languages, hasEthnicity, Mararit people]
Generated description
The Mararit people are an ethnic group of the Sahel region in Chad and Sudan, traditionally speaking a Taman language and practicing agro-pastoralism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mararit people
Target entity description: The Mararit people are an ethnic group of the Sahel region in Chad and Sudan, traditionally speaking a Taman language and practicing agro-pastoralism.
  • A. Shilha people
    The Shilha people are an Amazigh (Berber) ethnic group indigenous to southwestern Morocco, particularly the Sous region and the High Atlas mountains.
  • 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. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • D. 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.
  • E. Bandari people
    The Bandari people are an ethnic group native to Iran’s southern coastal regions along the Persian Gulf, known for their seafaring traditions, distinctive music and dance, and a culture shaped by centuries of maritime trade.
  • 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_69a88b09c644819090b503456d96bf70 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc5b3d4988190bceb3dffa9734f4b completed March 7, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f76bb60819084cac16bce2ce55d completed March 9, 2026, 7:28 p.m.
NEDg Description generation batch_69af200e2db4819085851a45213edc89 completed March 9, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_69af208dfab081909d706aad8ff5f615 completed March 9, 2026, 7:33 p.m.
Created at: March 4, 2026, 7:48 p.m.