Triple

T3198508
Position Surface form Disambiguated ID Type / Status
Subject Kwame Nkrumah E66987 entity
Predicate authored P80 FINISHED
Object I Speak of Freedom
"I Speak of Freedom" is a collection of speeches and writings by Ghanaian independence leader Kwame Nkrumah, outlining his vision for African liberation and pan-African unity.
E336245 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: I Speak of Freedom | Statement: [Kwame Nkrumah, authored, I Speak of Freedom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: I Speak of Freedom
Context triple: [Kwame Nkrumah, authored, I Speak of Freedom]
  • A. Freedom for My People
    "Freedom for My People" is a brief gospel-influenced musical interlude by the band U2, featured on their 1988 album and film project "Rattle and Hum."
  • B. Toward Freedom
    Toward Freedom is the subtitle of Jawaharlal Nehru’s autobiography, in which he reflects on his life, political struggles, and the Indian independence movement.
  • C. La mia vita per la libertà
    La mia vita per la libertà is an autobiographical work by Italian statesman Sandro Pertini, recounting his lifelong commitment to anti-fascism, democracy, and social justice.
  • D. Hymn to Liberty
    "Hymn to Liberty" is a 19th-century Greek patriotic poem by Dionysios Solomos, set to music by Nikolaos Mantzaros, that celebrates the Greek War of Independence and serves as Greece’s national anthem.
  • E. The Path to Freedom
    "The Path to Freedom" is a chapter in Carl Sagan’s science book *The Demon-Haunted World* that explores how scientific thinking and skepticism can liberate people from superstition and irrational beliefs.
  • 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: I Speak of Freedom
Triple: [Kwame Nkrumah, authored, I Speak of Freedom]
Generated description
"I Speak of Freedom" is a collection of speeches and writings by Ghanaian independence leader Kwame Nkrumah, outlining his vision for African liberation and pan-African unity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: I Speak of Freedom
Target entity description: "I Speak of Freedom" is a collection of speeches and writings by Ghanaian independence leader Kwame Nkrumah, outlining his vision for African liberation and pan-African unity.
  • A. Freedom for My People
    "Freedom for My People" is a brief gospel-influenced musical interlude by the band U2, featured on their 1988 album and film project "Rattle and Hum."
  • B. Toward Freedom
    Toward Freedom is the subtitle of Jawaharlal Nehru’s autobiography, in which he reflects on his life, political struggles, and the Indian independence movement.
  • C. La mia vita per la libertà
    La mia vita per la libertà is an autobiographical work by Italian statesman Sandro Pertini, recounting his lifelong commitment to anti-fascism, democracy, and social justice.
  • D. Hymn to Liberty
    "Hymn to Liberty" is a 19th-century Greek patriotic poem by Dionysios Solomos, set to music by Nikolaos Mantzaros, that celebrates the Greek War of Independence and serves as Greece’s national anthem.
  • E. The Path to Freedom
    "The Path to Freedom" is a chapter in Carl Sagan’s science book *The Demon-Haunted World* that explores how scientific thinking and skepticism can liberate people from superstition and irrational beliefs.
  • 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_69ad8588ba18819086a10951c32ecb80 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada9abe8f88190a4c2ccc31add7959 completed March 8, 2026, 4:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24bbdc9908190b5d8328f6fbc6002 completed March 12, 2026, 5:14 a.m.
NEDg Description generation batch_69b25034bc4481909c860099cc1aa311 completed March 12, 2026, 5:33 a.m.
NED2 Entity disambiguation (via description) batch_69b251458ab48190a374f910103763f2 completed March 12, 2026, 5:38 a.m.
Created at: March 8, 2026, 3:07 p.m.