Triple

T16601923
Position Surface form Disambiguated ID Type / Status
Subject Khoikhoi language E403349 entity
Predicate subclassOf P1244 FINISHED
Object Khoe-Kwadi language
Khoe-Kwadi is a proposed language family of southern Africa that groups together the Khoe (Khoikhoi and related) languages with the extinct Kwadi language of Angola.
 E1222693 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: Khoe-Kwadi language | Statement: [Khoikhoi language, subclassOf, Khoe-Kwadi language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khoe-Kwadi language
Context triple: [Khoikhoi language, subclassOf, Khoe-Kwadi language]
  • A. Kalanga language
    The Kalanga language is a Bantu language spoken primarily by the Kalanga people in parts of Botswana and southwestern Zimbabwe.
  • B. Makhuwa-Marrevone language
    The Makhuwa-Marrevone language is a Bantu language variety spoken by Makhuwa communities in Mozambique, forming part of the broader Makhuwa linguistic cluster.
  • C. Makhuwa-Saka language
    The Makhuwa-Saka language is a Bantu language variety of the Makhuwa cluster spoken primarily in northern Mozambique.
  • D. Tembe language
    The Tembe language is an indigenous Tupi-Guarani language spoken by the Tembé people of northern Brazil.
  • E. Malasanga language
    The Malasanga language is an Oceanic language spoken in Papua New Guinea, belonging to the Kula–Malasanga subgroup of the Austronesian language family.
  • 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: Khoe-Kwadi language
Triple: [Khoikhoi language, subclassOf, Khoe-Kwadi language]
Generated description
Khoe-Kwadi is a proposed language family of southern Africa that groups together the Khoe (Khoikhoi and related) languages with the extinct Kwadi language of Angola.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khoe-Kwadi language
Target entity description: Khoe-Kwadi is a proposed language family of southern Africa that groups together the Khoe (Khoikhoi and related) languages with the extinct Kwadi language of Angola.
  • A. Kalanga language
    The Kalanga language is a Bantu language spoken primarily by the Kalanga people in parts of Botswana and southwestern Zimbabwe.
  • B. Makhuwa-Marrevone language
    The Makhuwa-Marrevone language is a Bantu language variety spoken by Makhuwa communities in Mozambique, forming part of the broader Makhuwa linguistic cluster.
  • C. Makhuwa-Saka language
    The Makhuwa-Saka language is a Bantu language variety of the Makhuwa cluster spoken primarily in northern Mozambique.
  • D. Tembe language
    The Tembe language is an indigenous Tupi-Guarani language spoken by the Tembé people of northern Brazil.
  • E. Malasanga language
    The Malasanga language is an Oceanic language spoken in Papua New Guinea, belonging to the Kula–Malasanga subgroup of the Austronesian language family.
  • 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35d770a048190be42180b03efba0b completed April 18, 2026, 10:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0075a48c088190b6585e42dcd73705 completed May 10, 2026, 12:10 p.m.
NEDg Description generation batch_6a0076468d588190972639d0a22f0e3e completed May 10, 2026, 12:12 p.m.
NED2 Entity disambiguation (via description) batch_6a007728680c819082a3bd7e84edb2b0 completed May 10, 2026, 12:16 p.m.
Created at: April 10, 2026, 5:17 a.m.