Triple

T14010316
Position Surface form Disambiguated ID Type / Status
Subject Nupoid languages E337060 entity
Predicate hasMember P10 FINISHED
Object Ganagana language
The Ganagana language is a Nupoid (Benue–Congo) language spoken by the Ganagana people of central Nigeria.
 E1073887 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: Ganagana language | Statement: [Nupoid languages, hasMember, Ganagana language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ganagana language
Context triple: [Nupoid languages, hasMember, Ganagana language]
  • A. Gane language
    The Gane language is an Austronesian language spoken by the Gane people in the southern part of Halmahera in eastern Indonesia.
  • B. Ganda language
    Ganda, also known as Luganda, is a major Bantu language spoken primarily in Uganda, serving as a widely used lingua franca and the mother tongue of the Baganda people.
  • C. Nganasan language
    The Nganasan language is a critically endangered Samoyedic language spoken by the Nganasan people of the Taymyr Peninsula in northern Siberia.
  • D. Ghanongga language
    The Ghanongga language is an Oceanic language spoken by indigenous communities on New Georgia Island in the Solomon Islands.
  • E. Gonja language
    The Gonja language is a Gur language spoken primarily by the Gonja people in northern Ghana.
  • 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: Ganagana language
Triple: [Nupoid languages, hasMember, Ganagana language]
Generated description
The Ganagana language is a Nupoid (Benue–Congo) language spoken by the Ganagana people of central Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ganagana language
Target entity description: The Ganagana language is a Nupoid (Benue–Congo) language spoken by the Ganagana people of central Nigeria.
  • A. Gane language
    The Gane language is an Austronesian language spoken by the Gane people in the southern part of Halmahera in eastern Indonesia.
  • B. Ganda language
    Ganda, also known as Luganda, is a major Bantu language spoken primarily in Uganda, serving as a widely used lingua franca and the mother tongue of the Baganda people.
  • C. Nganasan language
    The Nganasan language is a critically endangered Samoyedic language spoken by the Nganasan people of the Taymyr Peninsula in northern Siberia.
  • D. Ghanongga language
    The Ghanongga language is an Oceanic language spoken by indigenous communities on New Georgia Island in the Solomon Islands.
  • E. Gonja language
    The Gonja language is a Gur language spoken primarily by the Gonja people in northern Ghana.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ed5cfd0819085b9c860b119a9de completed April 14, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbaca7bbd88190a377d3b74f3d6224 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbae6691b48190a0affc662cbb2d4e completed May 6, 2026, 9:11 p.m.
NED2 Entity disambiguation (via description) batch_69fbaf702c94819095347e2599ae9931 completed May 6, 2026, 9:15 p.m.
Created at: April 9, 2026, 10:19 p.m.