Triple

T7627517
Position Surface form Disambiguated ID Type / Status
Subject Malaita languages E172672 entity
Predicate hasMember P10 FINISHED
Object Gulaʼalaa language
The Gulaʼalaa language is an Oceanic language spoken by a community on Malaita Island in the Solomon Islands.
 E678203 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: Gulaʼalaa language | Statement: [Malaita languages, hasMember, Gulaʼalaa language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gulaʼalaa language
Context triple: [Malaita languages, hasMember, Gulaʼalaa language]
  • A. Gule language
    The Gule language is an endangered Nilo-Saharan language formerly spoken by a small ethnic group in the border region of Sudan and Ethiopia.
  • B. Gafat language
    The Gafat language is an extinct South Ethiopic Semitic language once spoken in Ethiopia, closely related to Harari and derived from the ancient Ge'ez linguistic tradition.
  • C. 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.
  • D. Soddo language
    The Soddo language is an Afroasiatic Semitic language spoken by the Soddo Gurage people of central Ethiopia.
  • E. Dyula language
    The Dyula language is a Mande language of West Africa widely used as a trade and lingua franca in countries such as Côte d’Ivoire, Burkina Faso, and Mali.
  • 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: Gulaʼalaa language
Triple: [Malaita languages, hasMember, Gulaʼalaa language]
Generated description
The Gulaʼalaa language is an Oceanic language spoken by a community on Malaita Island in the Solomon Islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gulaʼalaa language
Target entity description: The Gulaʼalaa language is an Oceanic language spoken by a community on Malaita Island in the Solomon Islands.
  • A. Gule language
    The Gule language is an endangered Nilo-Saharan language formerly spoken by a small ethnic group in the border region of Sudan and Ethiopia.
  • B. Gafat language
    The Gafat language is an extinct South Ethiopic Semitic language once spoken in Ethiopia, closely related to Harari and derived from the ancient Ge'ez linguistic tradition.
  • C. 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.
  • D. Soddo language
    The Soddo language is an Afroasiatic Semitic language spoken by the Soddo Gurage people of central Ethiopia.
  • E. Dyula language
    The Dyula language is a Mande language of West Africa widely used as a trade and lingua franca in countries such as Côte d’Ivoire, Burkina Faso, and Mali.
  • 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_69c699517e348190bd3348b6889200f2 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa8150ac8190908aec411b0f4e50 completed March 27, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c870aa0b048190afe78ce262834f22 completed March 29, 2026, 12:22 a.m.
NEDg Description generation batch_69c872b17bf881909776bc71153d00b7 completed March 29, 2026, 12:30 a.m.
NED2 Entity disambiguation (via description) batch_69c874347ebc8190829d5304c7744bd6 completed March 29, 2026, 12:37 a.m.
Created at: March 27, 2026, 3:56 p.m.