Triple

T12985617
Position Surface form Disambiguated ID Type / Status
Subject Harambee House, Nairobi E321758 entity
Predicate namedAfter P63 FINISHED
Object Harambee (Kenyan national motto)
Harambee is Kenya’s national motto, a Swahili term meaning “all pull together” that embodies the country’s spirit of collective effort and community self-help.
E1012979 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: Harambee (Kenyan national motto) | Statement: [Harambee House, Nairobi, namedAfter, Harambee (Kenyan national motto)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harambee (Kenyan national motto)
Context triple: [Harambee House, Nairobi, namedAfter, Harambee (Kenyan national motto)]
  • A. Ujamaa
    Ujamaa is a form of African socialism developed and implemented in Tanzania under Julius Nyerere, emphasizing communal ownership, self-reliance, and rural cooperative living.
  • B. Harambee House, Nairobi
    Harambee House in Nairobi is a key government building that houses the Office of the President of Kenya and serves as a central venue for high-level state meetings.
  • C. Kenya Vision 2030
    Kenya Vision 2030 is Kenya’s long-term national development blueprint aimed at transforming the country into a newly industrializing, middle-income nation providing a high quality of life to all its citizens by the year 2030.
  • D. Kenya Kwanza Alliance
    Kenya Kwanza Alliance is a Kenyan political coalition formed ahead of the 2022 general elections, led by President William Ruto and bringing together several parties on a platform of economic empowerment and bottom-up development.
  • E. Ujima
    Ujima is one of the seven principles of Kwanzaa, emphasizing collective work and responsibility within the community.
  • 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: Harambee (Kenyan national motto)
Triple: [Harambee House, Nairobi, namedAfter, Harambee (Kenyan national motto)]
Generated description
Harambee is Kenya’s national motto, a Swahili term meaning “all pull together” that embodies the country’s spirit of collective effort and community self-help.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harambee (Kenyan national motto)
Target entity description: Harambee is Kenya’s national motto, a Swahili term meaning “all pull together” that embodies the country’s spirit of collective effort and community self-help.
  • A. Ujamaa
    Ujamaa is a form of African socialism developed and implemented in Tanzania under Julius Nyerere, emphasizing communal ownership, self-reliance, and rural cooperative living.
  • B. Harambee House, Nairobi
    Harambee House in Nairobi is a key government building that houses the Office of the President of Kenya and serves as a central venue for high-level state meetings.
  • C. Kenya Vision 2030
    Kenya Vision 2030 is Kenya’s long-term national development blueprint aimed at transforming the country into a newly industrializing, middle-income nation providing a high quality of life to all its citizens by the year 2030.
  • D. Kenya Kwanza Alliance
    Kenya Kwanza Alliance is a Kenyan political coalition formed ahead of the 2022 general elections, led by President William Ruto and bringing together several parties on a platform of economic empowerment and bottom-up development.
  • E. Ujima
    Ujima is one of the seven principles of Kwanzaa, emphasizing collective work and responsibility within the community.
  • 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e5e3f208190abd2d4b4d5114834 completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8f6245c8190867417c3ef1852e5 completed May 3, 2026, 2:54 a.m.
NEDg Description generation batch_69f6ba3daefc81908eca79fd4a8df89f completed May 3, 2026, 3 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb2602848190b9588134c71d0ef4 completed May 3, 2026, 3:04 a.m.
Created at: April 9, 2026, 8:40 p.m.