Triple

T6640184
Position Surface form Disambiguated ID Type / Status
Subject Grassfields languages E150566 entity
Predicate hasNotableLanguage P7390 FINISHED
Object Lamnsoʼ language
The Lamnsoʼ language is a Niger-Congo language spoken primarily by the Nso’ people in the Northwest Region of Cameroon.
 E608327 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: Lamnsoʼ language | Statement: [Grassfields languages, hasNotableLanguage, Lamnsoʼ language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lamnsoʼ language
Context triple: [Grassfields languages, hasNotableLanguage, Lamnsoʼ language]
  • A. Svan language
    Svan language is a highly conservative and endangered Kartvelian language spoken by the Svan people in the Svaneti region of northwestern Georgia.
  • B. Ghomáláʼ language
    Ghomáláʼ is a major Bantu language of the Grassfields region in western Cameroon, spoken primarily by the Bamiléké people and known for its rich tonal system.
  • C. Sabine language
    The Sabine language was an extinct Italic tongue once spoken by the ancient Sabine people of central Italy, closely related to other Osco-Umbrian languages.
  • D. Lundayeh language
    The Lundayeh language is an Austronesian language spoken by the Lundayeh (Lun Bawang) people of northern Borneo, primarily in parts of Malaysia and Indonesia.
  • E. Bartangi language
    The Bartangi language is an Eastern Iranian Pamir language spoken by the Bartangi people in the Bartang Valley of Tajikistan.
  • 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: Lamnsoʼ language
Triple: [Grassfields languages, hasNotableLanguage, Lamnsoʼ language]
Generated description
The Lamnsoʼ language is a Niger-Congo language spoken primarily by the Nso’ people in the Northwest Region of Cameroon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lamnsoʼ language
Target entity description: The Lamnsoʼ language is a Niger-Congo language spoken primarily by the Nso’ people in the Northwest Region of Cameroon.
  • A. Svan language
    Svan language is a highly conservative and endangered Kartvelian language spoken by the Svan people in the Svaneti region of northwestern Georgia.
  • B. Ghomáláʼ language
    Ghomáláʼ is a major Bantu language of the Grassfields region in western Cameroon, spoken primarily by the Bamiléké people and known for its rich tonal system.
  • C. Sabine language
    The Sabine language was an extinct Italic tongue once spoken by the ancient Sabine people of central Italy, closely related to other Osco-Umbrian languages.
  • D. Lundayeh language
    The Lundayeh language is an Austronesian language spoken by the Lundayeh (Lun Bawang) people of northern Borneo, primarily in parts of Malaysia and Indonesia.
  • E. Bartangi language
    The Bartangi language is an Eastern Iranian Pamir language spoken by the Bartangi people in the Bartang Valley of Tajikistan.
  • 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_69c687f0ceb08190bf40807bfc605fa5 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6aff1fe8081908c32db341b0fb354 completed March 27, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6e455edb88190983f74f39e55665c completed March 27, 2026, 8:11 p.m.
NEDg Description generation batch_69c6e8584bd08190bb45747aca6e9327 completed March 27, 2026, 8:28 p.m.
NED2 Entity disambiguation (via description) batch_69c6e8dcc9bc819099ba39f67677195b completed March 27, 2026, 8:30 p.m.
Created at: March 27, 2026, 2 p.m.