Triple

T16567876
Position Surface form Disambiguated ID Type / Status
Subject Mandara language E402508 entity
Predicate neighboringLanguage P16383 FINISHED
Object Podoko language
The Podoko language is a Chadic language spoken by the Podoko people in northern Cameroon, closely related to other Mandara languages of the region.
 E1221467 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: Podoko language | Statement: [Mandara language, neighboringLanguage, Podoko language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Podoko language
Context triple: [Mandara language, neighboringLanguage, Podoko language]
  • A. Podzo language
    The Podzo language is a lesser-known Bantu language belonging to the Sena–Nyanja subgroup, spoken by a small community in southeastern Africa.
  • B. Pokomo language
    The Pokomo language is a Bantu language spoken primarily by the Pokomo people along Kenya’s Tana River.
  • C. Pokot language
    The Pokot language is a Southern Nilotic language spoken by the Pokot people of Kenya and Uganda.
  • D. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • E. Pochutec language
    The Pochutec language is an extinct Uto-Aztecan language once spoken on the Pacific coast of Oaxaca, Mexico, known for its distinctive features that set it apart from other Nahuan (Aztecan) languages.
  • 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: Podoko language
Triple: [Mandara language, neighboringLanguage, Podoko language]
Generated description
The Podoko language is a Chadic language spoken by the Podoko people in northern Cameroon, closely related to other Mandara languages of the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Podoko language
Target entity description: The Podoko language is a Chadic language spoken by the Podoko people in northern Cameroon, closely related to other Mandara languages of the region.
  • A. Podzo language
    The Podzo language is a lesser-known Bantu language belonging to the Sena–Nyanja subgroup, spoken by a small community in southeastern Africa.
  • B. Pokomo language
    The Pokomo language is a Bantu language spoken primarily by the Pokomo people along Kenya’s Tana River.
  • C. Pokot language
    The Pokot language is a Southern Nilotic language spoken by the Pokot people of Kenya and Uganda.
  • D. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • E. Pochutec language
    The Pochutec language is an extinct Uto-Aztecan language once spoken on the Pacific coast of Oaxaca, Mexico, known for its distinctive features that set it apart from other Nahuan (Aztecan) languages.
  • 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_69d8838648088190acf97ef11fc3f61b completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35772f6608190a125c7d3c199c3e2 completed April 18, 2026, 10:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006ee3dcbc819087ea66b262585232 completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006ff5bdb88190be90d7446e24b61f completed May 10, 2026, 11:45 a.m.
NED2 Entity disambiguation (via description) batch_6a007088fd988190b3dfef081769d03e completed May 10, 2026, 11:48 a.m.
Created at: April 10, 2026, 5:16 a.m.