Triple

T10021092
Position Surface form Disambiguated ID Type / Status
Subject Cabinet Secretary of Kenya E200609 entity
Predicate titleInSwahili P89513 FINISHED
Object Waziri
Waziri is the Swahili term commonly used in Kenya to refer to a government minister or cabinet secretary.
E836419 NE FINISHED

How this triple was built (5 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: Waziri | Statement: [Cabinet Secretary of Kenya, titleInSwahili, Waziri]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Waziri
Context triple: [Cabinet Secretary of Kenya, titleInSwahili, Waziri]
  • A. Balewa Muhammad
    Balewa Muhammad is a songwriter best known for co-writing Christina Aguilera’s hit single "Dirrty."
  • B. Beni Ensar
    Beni Ensar is a coastal town in northeastern Morocco known for its port and proximity to the Spanish enclave of Melilla.
  • C. Musa
    Musa is a central character in Arundhati Roy’s novel "The Ministry of Utmost Happiness," around whom key political and personal conflicts in Kashmir revolve.
  • D. Musa
    Musa is the name used in the Quran for the prophet Moses, a central figure in Islamic tradition known for leading the Israelites and receiving divine revelation.
  • E. Mirza
    Mirza is a historical noble title of Persian and Central Asian origin, commonly borne by princes and high-ranking members of royal and aristocratic families.
  • 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: Waziri
Triple: [Cabinet Secretary of Kenya, titleInSwahili, Waziri]
Generated description
Waziri is the Swahili term commonly used in Kenya to refer to a government minister or cabinet secretary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Waziri
Target entity description: Waziri is the Swahili term commonly used in Kenya to refer to a government minister or cabinet secretary.
  • A. Balewa Muhammad
    Balewa Muhammad is a songwriter best known for co-writing Christina Aguilera’s hit single "Dirrty."
  • B. Beni Ensar
    Beni Ensar is a coastal town in northeastern Morocco known for its port and proximity to the Spanish enclave of Melilla.
  • C. Musa
    Musa is a central character in Arundhati Roy’s novel "The Ministry of Utmost Happiness," around whom key political and personal conflicts in Kashmir revolve.
  • D. Musa
    Musa is the name used in the Quran for the prophet Moses, a central figure in Islamic tradition known for leading the Israelites and receiving divine revelation.
  • E. Mirza
    Mirza is a historical noble title of Persian and Central Asian origin, commonly borne by princes and high-ranking members of royal and aristocratic families.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: titleInSwahili
Context triple: [Cabinet Secretary of Kenya, titleInSwahili, Waziri]
  • A. titleInLanguage chosen
    Indicates that a specific title or name is expressed in a particular language.
  • B. hasTitleInAfrikaans
    Indicates that an entity has a specific title expressed in the Afrikaans language.
  • C. titleInLocalLanguage
    Indicates that an entity’s title is expressed in the primary or native language of a specified place or community.
  • D. titleInLatinScript
    Indicates that the title of an entity is written or represented using a Latin-based writing system.
  • E. titleInEnglish
    Indicates that an entity’s title or name is given in the English language.
  • F. None of above.

Provenance (6 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_69ca831c45f08190ac1505cc15076608 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cdcd79485881909df562bfff36ccf4 completed April 2, 2026, 1:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26ab241848190a97dea745f6d2324 completed April 5, 2026, 1:59 p.m.
NEDg Description generation batch_69d26b84271881909c3a1b8a05e2c8a2 completed April 5, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69d26f50dc008190866f0ba45b671560 completed April 5, 2026, 2:18 p.m.
PD Predicate disambiguation batch_69cd4b7cd4208190b2253583ee2f892c completed April 1, 2026, 4:44 p.m.
Created at: March 30, 2026, 8:53 p.m.