Triple

T2531853
Position Surface form Disambiguated ID Type / Status
Subject Luganda E56177 entity
Predicate GlottologName P6521 FINISHED
Object Ganda
Ganda is a Bantu language spoken primarily in Uganda, where it serves as a major lingua franca and the language of the Baganda people.
E275005 NE FINISHED

How this triple was built (5 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: Ganda | Statement: [Luganda, GlottologName, Ganda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ganda
Context triple: [Luganda, GlottologName, Ganda]
  • A. Guna
    Guna is a city in the central Indian state of Madhya Pradesh known as an important regional administrative and commercial center.
  • B. Undun
    Undun is a concept album by hip hop band The Roots that narrates the rise and fall of a fictional young man through introspective, jazz-influenced production and storytelling.
  • C. Gan
    Gan is a common abbreviated name and historical-cultural designation for Jiangxi Province in southeastern China.
  • D. Beni
    Beni is a sparsely populated, largely Amazonian department in northeastern Bolivia known for its tropical lowlands, cattle ranching, and rich indigenous cultures.
  • E. Beni
    Beni is a city in the eastern Democratic Republic of the Congo that became internationally known as a major hotspot of conflict and public health crises, including serving as the epicenter of the 2018–2020 Kivu Ebola epidemic.
  • 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: Ganda
Triple: [Luganda, GlottologName, Ganda]
Generated description
Ganda is a Bantu language spoken primarily in Uganda, where it serves as a major lingua franca and the language of the Baganda people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ganda
Target entity description: Ganda is a Bantu language spoken primarily in Uganda, where it serves as a major lingua franca and the language of the Baganda people.
  • A. Guna
    Guna is a city in the central Indian state of Madhya Pradesh known as an important regional administrative and commercial center.
  • B. Undun
    Undun is a concept album by hip hop band The Roots that narrates the rise and fall of a fictional young man through introspective, jazz-influenced production and storytelling.
  • C. Gan
    Gan is a common abbreviated name and historical-cultural designation for Jiangxi Province in southeastern China.
  • D. Beni
    Beni is a town in western Nepal that serves as a gateway to the Dhaulagiri and Annapurna mountain regions.
  • E. Beni
    Beni is a sparsely populated, largely Amazonian department in northeastern Bolivia known for its tropical lowlands, cattle ranching, and rich indigenous cultures.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: GlottologName
Context triple: [Luganda, GlottologName, Ganda]
  • A. glottocode
    Indicates the standardized Glottolog code that uniquely identifies the language or dialect associated with an entity.
  • B. hasGlottologName chosen
    Indicates that an entity is associated with a specific name as recorded in the Glottolog linguistic database.
  • C. glottoCategory
    Indicates the linguistic classification or type (such as language family, subgroup, or category) to which a language or dialect is assigned.
  • D. glottologStatus
    Indicates the classification or status of a language or dialect as defined in the Glottolog database.
  • E. hasEthnologueEntry
    Indicates that there exists an entry for the subject in the Ethnologue language reference resource.
  • F. None of above.

Provenance (6 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_69ab4a48e4f081908f1218d244608659 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2781700819091ffc32244d9efe2 completed March 7, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2bb9c37081909128d7a227651c8b completed March 9, 2026, 8:21 p.m.
NEDg Description generation batch_69af4fedb0a48190a9d9da8eeebfe074 completed March 9, 2026, 10:55 p.m.
NED2 Entity disambiguation (via description) batch_69af50551fd88190829d20ab2be426d4 completed March 9, 2026, 10:57 p.m.
PD Predicate disambiguation batch_69abd0c2e34c8190a914d5c2afba147c completed March 7, 2026, 7:16 a.m.
Created at: March 6, 2026, 9:47 p.m.