Triple
T14211844
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tough Notes: A Healing Call For Creating Exceptional Black Men |
E352251
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object | Haki R. Madhubuti |
E71019
|
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: Haki R. Madhubuti | Statement: [Tough Notes: A Healing Call For Creating Exceptional Black Men, author, Haki R. Madhubuti]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Haki R. Madhubuti Context triple: [Tough Notes: A Healing Call For Creating Exceptional Black Men, author, Haki R. Madhubuti]
-
A.
Haki R. Madhubuti
chosen
Haki R. Madhubuti is an influential African American poet, publisher, and educator whose work helped shape the Black Arts Movement and contemporary Black literature.
-
B.
Durek Verrett
Durek Verrett is an American self-proclaimed shaman and spiritual advisor known for his controversial practices and high-profile relationship with Princess Märtha Louise of Norway.
-
C.
Amiri Baraka
Amiri Baraka was an influential American poet, playwright, and activist whose radical, politically charged work helped shape Black Arts and Black Power era cultural movements.
-
D.
Nikki Giovanni
Nikki Giovanni is a prominent American poet, writer, and activist whose powerful, politically engaged work made her one of the leading voices of the Black Arts Movement.
-
E.
Ishmael Reed
Ishmael Reed is an American novelist, poet, essayist, and satirist known for his innovative, genre-blending works that critique racism, politics, and mainstream cultural narratives.
- 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_69d8278a06e481908b5d6af0a8afe737 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de620dba0c8190bb77a1df10e1d3a7 |
completed | April 14, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd54fe6b048190a16695af6e269e86 |
completed | May 8, 2026, 3:14 a.m. |
Created at: April 10, 2026, 1:05 a.m.