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.