Triple

T9269674
Position Surface form Disambiguated ID Type / Status
Subject Angas–Sura subgroup E222792 entity
Predicate hasMember P10 FINISHED
Object Cakfem-Mushere language
The Cakfem-Mushere language is a Plateau language of central Nigeria spoken by the Cakfem and Mushere communities.
 E788583 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: Cakfem-Mushere language | Statement: [Angas–Sura subgroup, hasMember, Cakfem-Mushere language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cakfem-Mushere language
Context triple: [Angas–Sura subgroup, hasMember, Cakfem-Mushere language]
  • A. Amuesha language
    The Amuesha language, also known as Yanesha', is an Arawakan language spoken by the Yanesha' people of the central Peruvian Amazon.
  • B. Defaka language
    The Defaka language is a highly endangered Niger-Congo language spoken by a small community in Nigeria’s Niger Delta region.
  • C. Rumsen language
    Rumsen language is an extinct Ohlone (Costanoan) Native American language formerly spoken in the Monterey Bay area of California.
  • D. Daakaka language
    The Daakaka language is an Oceanic language spoken by communities on Ambrym Island in Vanuatu.
  • E. Camuki language
    The Camuki language, more commonly known as Cèmuhî, is an Austronesian language spoken by the Cèmuhî people of northeastern New Caledonia.
  • 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: Cakfem-Mushere language
Triple: [Angas–Sura subgroup, hasMember, Cakfem-Mushere language]
Generated description
The Cakfem-Mushere language is a Plateau language of central Nigeria spoken by the Cakfem and Mushere communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cakfem-Mushere language
Target entity description: The Cakfem-Mushere language is a Plateau language of central Nigeria spoken by the Cakfem and Mushere communities.
  • A. Amuesha language
    The Amuesha language, also known as Yanesha', is an Arawakan language spoken by the Yanesha' people of the central Peruvian Amazon.
  • B. Defaka language
    The Defaka language is a highly endangered Niger-Congo language spoken by a small community in Nigeria’s Niger Delta region.
  • C. Rumsen language
    Rumsen language is an extinct Ohlone (Costanoan) Native American language formerly spoken in the Monterey Bay area of California.
  • D. Daakaka language
    The Daakaka language is an Oceanic language spoken by communities on Ambrym Island in Vanuatu.
  • E. Camuki language
    The Camuki language, more commonly known as Cèmuhî, is an Austronesian language spoken by the Cèmuhî people of northeastern New Caledonia.
  • 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_69d09c2239a08190b954c8c57ced8fd2 completed April 4, 2026, 5:05 a.m.
NEDg Description generation batch_69d09cf1f2f48190b53e062c3eb4565d completed April 4, 2026, 5:09 a.m.
NED2 Entity disambiguation (via description) batch_69d09d914d688190af609c4485c746cc completed April 4, 2026, 5:11 a.m.
Created at: March 30, 2026, 7:33 p.m.