Triple

T6120452
Position Surface form Disambiguated ID Type / Status
Subject Tonga (Zambia) E136468 entity
Predicate closelyRelatedTo P37 FINISHED
Object Ila language
The Ila language is a Bantu language spoken primarily by the Ila people of southern Zambia, known for its rich oral traditions and close relation to other Plateau Tonga languages.
 E570028 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: Ila language | Statement: [Tonga (Zambia), closelyRelatedTo, Ila language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ila language
Context triple: [Tonga (Zambia), closelyRelatedTo, Ila language]
  • A. Logba language
    The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
  • B. Lasalimu language
    The Lasalimu language is an Austronesian language spoken by a small community on Buton Island in Southeast Sulawesi, Indonesia.
  • C. Iaai language
    The Iaai language is an Oceanic language spoken primarily on Ouvéa Island in New Caledonia, known for its complex phonology and distinctive vowel system.
  • D. Yola language
    The Yola language was an extinct West Germanic language once spoken in County Wexford, Ireland, that preserved many archaic features derived from early English settlers.
  • E. Baliledu language
    The Baliledu language is an Austronesian language of the Bima–Sumba subgroup spoken by a local community in eastern Indonesia.
  • 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: Ila language
Triple: [Tonga (Zambia), closelyRelatedTo, Ila language]
Generated description
The Ila language is a Bantu language spoken primarily by the Ila people of southern Zambia, known for its rich oral traditions and close relation to other Plateau Tonga languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ila language
Target entity description: The Ila language is a Bantu language spoken primarily by the Ila people of southern Zambia, known for its rich oral traditions and close relation to other Plateau Tonga languages.
  • A. Logba language
    The Logba language is a Niger-Congo language spoken by the Logba people of southeastern Ghana.
  • B. Lasalimu language
    The Lasalimu language is an Austronesian language spoken by a small community on Buton Island in Southeast Sulawesi, Indonesia.
  • C. Iaai language
    The Iaai language is an Oceanic language spoken primarily on Ouvéa Island in New Caledonia, known for its complex phonology and distinctive vowel system.
  • D. Yola language
    The Yola language was an extinct West Germanic language once spoken in County Wexford, Ireland, that preserved many archaic features derived from early English settlers.
  • E. Baliledu language
    The Baliledu language is an Austronesian language of the Bima–Sumba subgroup spoken by a local community in eastern Indonesia.
  • 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_69c0089f851c81909e5e189a617dcff6 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05bef8dc08190b917ad7209188c62 completed March 22, 2026, 9:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1257153748190947cd80589620f12 completed March 23, 2026, 11:35 a.m.
NEDg Description generation batch_69c129464108819086b1a3991ef4c9e1 completed March 23, 2026, 11:51 a.m.
NED2 Entity disambiguation (via description) batch_69c129d7cd348190963e1a266d5e88ae completed March 23, 2026, 11:53 a.m.
Created at: March 22, 2026, 4:14 p.m.