Triple

T18656236
Position Surface form Disambiguated ID Type / Status
Subject Kenneth Kaunda E456071 entity
Predicate notableWork P4 FINISHED
Object Zambia Shall Be Free
Zambia Shall Be Free is an autobiographical and political work by Kenneth Kaunda that chronicles his life and the struggle for Zambia’s independence from British colonial rule.
E1336275 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: Zambia Shall Be Free | Statement: [Kenneth Kaunda, notableWork, Zambia Shall Be Free]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zambia Shall Be Free
Context triple: [Kenneth Kaunda, notableWork, Zambia Shall Be Free]
  • A. Rise, O Voices of Rhodesia
    "Rise, O Voices of Rhodesia" was the national anthem of Rhodesia, a patriotic song used by the unrecognized state during the 1970s.
  • B. Amandla
    Amandla is a unisex given name of Xhosa and Zulu origin meaning "power" or "strength."
  • C. God Bless Africa
    God Bless Africa is the English translation of the title of "Nkosi Sikelel' iAfrika," a famous African hymn that has served as a national or pan-African anthem in several African countries.
  • D. Black Uhuru
    Black Uhuru is a pioneering Jamaican reggae group known for their roots sound, innovative use of dub and electronic elements, and Grammy-winning recordings.
  • E. Nkosi Sikelel’ iAfrika
    Nkosi Sikelel’ iAfrika is a renowned African hymn that became a powerful pan-African liberation song and now forms part of several Southern African national anthems.
  • 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: Zambia Shall Be Free
Triple: [Kenneth Kaunda, notableWork, Zambia Shall Be Free]
Generated description
Zambia Shall Be Free is an autobiographical and political work by Kenneth Kaunda that chronicles his life and the struggle for Zambia’s independence from British colonial rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zambia Shall Be Free
Target entity description: Zambia Shall Be Free is an autobiographical and political work by Kenneth Kaunda that chronicles his life and the struggle for Zambia’s independence from British colonial rule.
  • A. Rise, O Voices of Rhodesia
    "Rise, O Voices of Rhodesia" was the national anthem of Rhodesia, a patriotic song used by the unrecognized state during the 1970s.
  • B. Amandla
    Amandla is a unisex given name of Xhosa and Zulu origin meaning "power" or "strength."
  • C. God Bless Africa
    God Bless Africa is the English translation of the title of "Nkosi Sikelel' iAfrika," a famous African hymn that has served as a national or pan-African anthem in several African countries.
  • D. Black Uhuru
    Black Uhuru is a pioneering Jamaican reggae group known for their roots sound, innovative use of dub and electronic elements, and Grammy-winning recordings.
  • E. Nkosi Sikelel’ iAfrika
    Nkosi Sikelel’ iAfrika is a renowned African hymn that became a powerful pan-African liberation song and now forms part of several Southern African national anthems.
  • 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_69d8d38ea1e88190997e9b231190ba6f completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e55084ca3481909ff3fd9045f25dcd completed April 19, 2026, 10 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05172321648190bdce686bb4a2d4c2 completed May 14, 2026, 12:28 a.m.
NEDg Description generation batch_6a05185f550081909a284d833f992da4 completed May 14, 2026, 12:33 a.m.
NED2 Entity disambiguation (via description) batch_6a05190b081481909af7b7aec70d9646 completed May 14, 2026, 12:36 a.m.
Created at: April 10, 2026, 11:47 a.m.