Triple

T2484512
Position Surface form Disambiguated ID Type / Status
Subject Chichewa E55892 entity
Predicate majorCityWhereSpoken P35609 FINISHED
Object Mzuzu
Mzuzu is a major city in northern Malawi known as an important commercial and administrative center for the region.
 E272822 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: Mzuzu | Statement: [Chichewa, majorCityWhereSpoken, Mzuzu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mzuzu
Context triple: [Chichewa, majorCityWhereSpoken, Mzuzu]
  • A. Umtentweni
    Umtentweni is a coastal resort town on South Africa’s KwaZulu-Natal South Coast, known for its beaches, subtropical climate, and relaxed holiday atmosphere.
  • B. Mbabane
    Mbabane is the largest city and administrative center of Eswatini, located in the country's western highlands.
  • C. Mvita
    Mvita is an alternative name for Kimvita, a historic Swahili settlement and cultural center on the coast of present-day Kenya.
  • D. Lomwe
    Lomwe is a Bantu language spoken primarily in Mozambique and Malawi by the Lomwe people.
  • E. Makhuwa
    Makhuwa is a major Bantu language spoken primarily in northern Mozambique by the Makhuwa people.
  • 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: Mzuzu
Triple: [Chichewa, majorCityWhereSpoken, Mzuzu]
Generated description
Mzuzu is a major city in northern Malawi known as an important commercial and administrative center for the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mzuzu
Target entity description: Mzuzu is a major city in northern Malawi known as an important commercial and administrative center for the region.
  • A. Umtentweni
    Umtentweni is a coastal resort town on South Africa’s KwaZulu-Natal South Coast, known for its beaches, subtropical climate, and relaxed holiday atmosphere.
  • B. Mbabane
    Mbabane is the largest city and administrative center of Eswatini, located in the country's western highlands.
  • C. Mvita
    Mvita is an alternative name for Kimvita, a historic Swahili settlement and cultural center on the coast of present-day Kenya.
  • D. Lomwe
    Lomwe is a Bantu language spoken primarily in Mozambique and Malawi by the Lomwe people.
  • E. Makhuwa
    Makhuwa is a major Bantu language spoken primarily in northern Mozambique by the Makhuwa people.
  • 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_69ab49e670a88190b928e08302381710 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd175f5ac8190870db9c6cb8e45bd completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f8c02188190a7cf3e0531a66683 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af20d8b8ec8190b0ec61d305fd362e completed March 9, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_69af214cc4cc81908e0d1cc19726d60d completed March 9, 2026, 7:36 p.m.
Created at: March 6, 2026, 9:45 p.m.