Triple

T6446506
Position Surface form Disambiguated ID Type / Status
Subject Makua group E138355 entity
Predicate hasSubgroup P747 FINISHED
Object Naharra people
The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
E596011 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: Naharra people | Statement: [Makua group, hasSubgroup, Naharra people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Naharra people
Context triple: [Makua group, hasSubgroup, Naharra people]
  • A. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • B. Harauti people
    The Harauti people are an ethnic community of northern India, primarily in Rajasthan, known for their distinct Rajasthani dialect, cultural traditions, and regional identity in the Hadoti region.
  • C. Nohur people
    The Nohur people are an ethnic group from the mountainous Nohur region of Turkmenistan, known for their distinct cultural traditions, semi-isolated lifestyle, and unique dialect within the Turkmen language.
  • D. Kumzari people
    The Kumzari people are an ethnic community primarily inhabiting the Musandam Peninsula in Oman, known for their distinct Iranian-related Kumzari language and long history of seafaring and coastal life.
  • E. Tamyen people
    The Tamyen people are an Ohlone Native American group indigenous to the Santa Clara Valley region of California, traditionally speaking the Tamyen language and maintaining distinct cultural and spiritual practices tied to the local landscape.
  • 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: Naharra people
Triple: [Makua group, hasSubgroup, Naharra people]
Generated description
The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Naharra people
Target entity description: The Naharra people are an ethnic subgroup of the Makua, sharing the broader Makua cultural and linguistic heritage while maintaining their own distinct local identity.
  • A. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • B. Harauti people
    The Harauti people are an ethnic community of northern India, primarily in Rajasthan, known for their distinct Rajasthani dialect, cultural traditions, and regional identity in the Hadoti region.
  • C. Nohur people
    The Nohur people are an ethnic group from the mountainous Nohur region of Turkmenistan, known for their distinct cultural traditions, semi-isolated lifestyle, and unique dialect within the Turkmen language.
  • D. Kumzari people
    The Kumzari people are an ethnic community primarily inhabiting the Musandam Peninsula in Oman, known for their distinct Iranian-related Kumzari language and long history of seafaring and coastal life.
  • E. Tamyen people
    The Tamyen people are an Ohlone Native American group indigenous to the Santa Clara Valley region of California, traditionally speaking the Tamyen language and maintaining distinct cultural and spiritual practices tied to the local landscape.
  • 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_69c008aa61ac8190bc96715ed79fe2d8 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0698edeac81909426902471d8a57b completed March 22, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c65392a6c08190b868fab12260d6c2 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6553c17bc81908719ecc7db9e3960 completed March 27, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_69c655f4ee5c81909620e732b72ee694 completed March 27, 2026, 10:03 a.m.
Created at: March 22, 2026, 4:46 p.m.