Triple
T22065584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ras Baraka |
E545257
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Black Girls Learn Love Hard |
—
|
NE NERFINISHED |
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: Black Girls Learn Love Hard | Statement: [Ras Baraka, notableWork, Black Girls Learn Love Hard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Girls Learn Love Hard Context triple: [Ras Baraka, notableWork, Black Girls Learn Love Hard]
-
A.
Black Girls Learn Love Hard
chosen
"Black Girls Learn Love Hard" is a poetry collection by Ras Baraka that explores Black womanhood, love, struggle, and resilience through politically charged and emotionally intimate verse.
-
B.
Dark Girls
Dark Girls is a documentary film that explores colorism and the experiences of dark-skinned Black women, co-directed by actor and filmmaker Bill Duke.
-
C.
My Girls
"My Girls" is a song by Christina Aguilera from her 2010 electro-pop album *Bionic*, blending dance-pop production with themes of female camaraderie and empowerment.
-
D.
These Girls
"These Girls" is a song by American singer-songwriter Ryan Adams from his 2007 album *Easy Tiger*.
-
E.
Hard Girls
Hard Girls is an American indie rock/punk band known for its melodic, lyrically driven songs and association with the Asian Man Records roster.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e344dfc81909b1d88a7221329c7 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f12883d2108190a6127783f8f635fc |
completed | April 28, 2026, 9:37 p.m. |
Created at: April 16, 2026, 8:27 p.m.