Triple

T7854121
Position Surface form Disambiguated ID Type / Status
Subject Bantu E languages E182127 entity
Predicate hasMember P10 FINISHED
Object Haya language
Haya language is a Bantu language spoken primarily by the Haya people in northwestern Tanzania near Lake Victoria.
 E695726 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: Haya language | Statement: [Bantu E languages, hasMember, Haya language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Haya language
Context triple: [Bantu E languages, hasMember, Haya language]
  • A. Hayu language
    The Hayu language is a lesser-known Sino-Tibetan language spoken by the Hayu ethnic group in eastern Nepal.
  • B. Hixkaryana language
    Hixkaryana is an indigenous Cariban language of northern Brazil, noted for its rare object–verb–subject (OVS) basic word order.
  • C. Hewa language
    The Hewa language is a lesser-known Austronesian language spoken on the Indonesian islands of Flores and/or Lembata, belonging to the Flores–Lembata subgroup.
  • D. Sori-Harengan language
    The Sori-Harengan language is an Oceanic language spoken in the Admiralty Islands of Papua New Guinea, belonging to the Admiralty Islands subgroup of the Austronesian language family.
  • E. Haliti language
    The Haliti language, also known as Paresí, is an Arawakan indigenous language spoken by the Paresí (Haliti) people of Brazil’s Mato Grosso 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: Haya language
Triple: [Bantu E languages, hasMember, Haya language]
Generated description
Haya language is a Bantu language spoken primarily by the Haya people in northwestern Tanzania near Lake Victoria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Haya language
Target entity description: Haya language is a Bantu language spoken primarily by the Haya people in northwestern Tanzania near Lake Victoria.
  • A. Hayu language
    The Hayu language is a lesser-known Sino-Tibetan language spoken by the Hayu ethnic group in eastern Nepal.
  • B. Hixkaryana language
    Hixkaryana is an indigenous Cariban language of northern Brazil, noted for its rare object–verb–subject (OVS) basic word order.
  • C. Hewa language
    The Hewa language is a lesser-known Austronesian language spoken on the Indonesian islands of Flores and/or Lembata, belonging to the Flores–Lembata subgroup.
  • D. Sori-Harengan language
    The Sori-Harengan language is an Oceanic language spoken in the Admiralty Islands of Papua New Guinea, belonging to the Admiralty Islands subgroup of the Austronesian language family.
  • E. Haliti language
    The Haliti language, also known as Paresí, is an Arawakan indigenous language spoken by the Paresí (Haliti) people of Brazil’s Mato Grosso 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_69ca82869ee08190b8f9040dbc2c0467 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb1a72cfdc8190a3186c4c2894f571 completed March 31, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5b1e9e808190a0eb2dea5288e743 completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb5df0287881908bce1a4449e9f252 completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb767b198481909cfc1f7a44e6f0d8 completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:51 p.m.