Triple

T9269668
Position Surface form Disambiguated ID Type / Status
Subject Angas–Sura subgroup E222792 entity
Predicate hasMember P10 FINISHED
Object Ngas language
The Ngas language is a West Chadic language spoken primarily in Plateau State, central Nigeria, by the Ngas (Angas) people.
 E791180 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: Ngas language | Statement: [Angas–Sura subgroup, hasMember, Ngas language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngas language
Context triple: [Angas–Sura subgroup, hasMember, Ngas language]
  • A. Waigali language
    The Waigali language is a Nuristani language spoken by the Waigal people in eastern Afghanistan.
  • B. Nitinaht language
    The Nitinaht language is a Southern Wakashan Indigenous language spoken by the Ditidaht (Nitinaht) people of Vancouver Island in British Columbia, Canada.
  • C. Awabakal language
    Awabakal language is an Australian Aboriginal language traditionally spoken by the Awabakal people of the coastal region around present-day Newcastle and Lake Macquarie in New South Wales.
  • D. Wuvulu-Aua language
    The Wuvulu-Aua language is an Oceanic language spoken on the Wuvulu and Aua islands of Papua New Guinea, known for its complex verbal morphology and distinctive phonological features.
  • E. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • 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: Ngas language
Triple: [Angas–Sura subgroup, hasMember, Ngas language]
Generated description
The Ngas language is a West Chadic language spoken primarily in Plateau State, central Nigeria, by the Ngas (Angas) people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngas language
Target entity description: The Ngas language is a West Chadic language spoken primarily in Plateau State, central Nigeria, by the Ngas (Angas) people.
  • A. Waigali language
    The Waigali language is a Nuristani language spoken by the Waigal people in eastern Afghanistan.
  • B. Nitinaht language
    The Nitinaht language is a Southern Wakashan Indigenous language spoken by the Ditidaht (Nitinaht) people of Vancouver Island in British Columbia, Canada.
  • C. Awabakal language
    Awabakal language is an Australian Aboriginal language traditionally spoken by the Awabakal people of the coastal region around present-day Newcastle and Lake Macquarie in New South Wales.
  • D. Wuvulu-Aua language
    The Wuvulu-Aua language is an Oceanic language spoken on the Wuvulu and Aua islands of Papua New Guinea, known for its complex verbal morphology and distinctive phonological features.
  • E. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • 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_69ca841ffe208190aa7bcffbef2f8379 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd074ef7408190b213c09491918132 completed April 1, 2026, 11:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0c743c76c8190b39cfe25c6ab1db2 completed April 4, 2026, 8:09 a.m.
NEDg Description generation batch_69d0c86e7ac4819091e25484ff0bc128 completed April 4, 2026, 8:14 a.m.
NED2 Entity disambiguation (via description) batch_69d0c94d90008190af8c646e5051c741 completed April 4, 2026, 8:18 a.m.
Created at: March 30, 2026, 7:33 p.m.