Triple
T5753885
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talib Kweli |
E126918
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | The Beautiful Struggle |
E118196
|
NE FINISHED |
How this triple was built (2 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: The Beautiful Struggle | Statement: [Talib Kweli, notableWork, The Beautiful Struggle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Beautiful Struggle Context triple: [Talib Kweli, notableWork, The Beautiful Struggle]
-
A.
The Beautiful Struggle
chosen
The Beautiful Struggle is Ta-Nehisi Coates’s coming-of-age memoir about growing up in Baltimore amid violence, hip-hop culture, and his father’s Black nationalist ideals.
-
B.
Black Man
"Black Man" is a socially conscious song by Stevie Wonder from his acclaimed 1976 album Songs in the Key of Life, celebrating the contributions of people of diverse racial and ethnic backgrounds.
-
C.
Black on Both Sides
Black on Both Sides is Mos Def’s critically acclaimed 1999 debut studio album, celebrated for its socially conscious lyrics and innovative blend of hip-hop styles.
-
D.
Long Walk to Freedom
Long Walk to Freedom is Nelson Mandela’s autobiographical account of his life and struggle against apartheid, charting his journey from rural childhood to becoming South Africa’s first Black president.
-
E.
Between the World and Me
"Between the World and Me" is a critically acclaimed nonfiction book by Ta-Nehisi Coates that reflects on race, identity, and the Black experience in America through a personal letter to his son.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69c00832aedc81909899801b141fa3b4 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029032ba08190ae4062d74ab271ee |
completed | March 22, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e3e71988190a938a6d175023028 |
completed | March 22, 2026, 11:41 p.m. |
Created at: March 22, 2026, 3:49 p.m.