Triple

T23476096
Position Surface form Disambiguated ID Type / Status
Subject Bitonga E570267 entity
Predicate hasAlternativeName P39 FINISHED
Object Gitonga
Gitonga is a Bantu language spoken primarily along the coast of southern Mozambique, also known by the alternative name Bitonga.
 E1588005 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: Gitonga | Statement: [Bitonga, hasAlternativeName, Gitonga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gitonga
Context triple: [Bitonga, hasAlternativeName, Gitonga]
  • A. Menongue
    Menongue is a city in southeastern Angola that serves as the administrative and economic center of Cuando Cubango Province.
  • B. Gonga
    Gonga is a subgroup of the North Omotic branch of the Afroasiatic language family, comprising several closely related languages spoken in southwestern Ethiopia.
  • C. Gogango
    Gogango is a small rural locality in Central Queensland, Australia, situated west of Rockhampton and known for cattle grazing and its position along the Capricorn Highway and Fitzroy River.
  • D. Tilantongo
    Tilantongo was a prominent pre-Columbian Mixtec city-state in present-day Oaxaca, Mexico, known as a political and cultural hub of the Mixtec civilization.
  • E. Tungag
    Tungag is an Austronesian language spoken in Papua New Guinea, particularly associated with communities in the New Ireland region.
  • 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: Gitonga
Triple: [Bitonga, hasAlternativeName, Gitonga]
Generated description
Gitonga is a Bantu language spoken primarily along the coast of southern Mozambique, also known by the alternative name Bitonga.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gitonga
Target entity description: Gitonga is a Bantu language spoken primarily along the coast of southern Mozambique, also known by the alternative name Bitonga.
  • A. Menongue
    Menongue is a city in southeastern Angola that serves as the administrative and economic center of Cuando Cubango Province.
  • B. Gonga
    Gonga is a subgroup of the North Omotic branch of the Afroasiatic language family, comprising several closely related languages spoken in southwestern Ethiopia.
  • C. Gogango
    Gogango is a small rural locality in Central Queensland, Australia, situated west of Rockhampton and known for cattle grazing and its position along the Capricorn Highway and Fitzroy River.
  • D. Tilantongo
    Tilantongo was a prominent pre-Columbian Mixtec city-state in present-day Oaxaca, Mexico, known as a political and cultural hub of the Mixtec civilization.
  • E. Tungag
    Tungag is an Austronesian language spoken in Papua New Guinea, particularly associated with communities in the New Ireland region.
  • 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_69e245af8a88819084f2704f6d265a92 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a74cf57081909d2b90a806d68c08 completed April 29, 2026, 6:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c82622f08819087b983bfd69efe5d completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6f06a348190bfdba0452077f45b completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7bdf7f08190b50191b029480fc5 completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 6:01 p.m.