Triple
T5780646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ras Baraka |
E127546
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Black Girls Learn Love Hard
"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.
|
E545257
|
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: 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.
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.
-
B.
For a Girl Becoming
For a Girl Becoming is a poetic, coming-of-age book by Joy Harjo that blends lyrical prose and Indigenous themes to celebrate a young girl’s journey into womanhood.
-
C.
Very Good Girls
Very Good Girls is a 2013 coming-of-age drama film about two best friends whose bond is tested when they fall for the same young man.
-
D.
Those Gurlz
"Those Gurlz" is a hip hop track by Snoop Dogg from his 2008 album *Ego Trippin'* that blends playful lyrics with a smooth, club-oriented sound.
-
E.
It's Different for Girls
"It's Different for Girls" is a 1979 new wave/pop song by English musician Joe Jackson, known for its gender role–subverting lyrics and status as one of his biggest early hits.
- 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: Black Girls Learn Love Hard Triple: [Ras Baraka, notableWork, Black Girls Learn Love Hard]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Black Girls Learn Love Hard Target entity description: "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.
-
A.
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.
-
B.
For a Girl Becoming
For a Girl Becoming is a poetic, coming-of-age book by Joy Harjo that blends lyrical prose and Indigenous themes to celebrate a young girl’s journey into womanhood.
-
C.
Very Good Girls
Very Good Girls is a 2013 coming-of-age drama film about two best friends whose bond is tested when they fall for the same young man.
-
D.
Those Gurlz
"Those Gurlz" is a hip hop track by Snoop Dogg from his 2008 album *Ego Trippin'* that blends playful lyrics with a smooth, club-oriented sound.
-
E.
It's Different for Girls
"It's Different for Girls" is a 1979 new wave/pop song by English musician Joe Jackson, known for its gender role–subverting lyrics and status as one of his biggest early hits.
- 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_69c008361fa88190aefa4dc41b051e7f |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029e3f88c8190975921ff2912e543 |
completed | March 22, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e7773888190bd8c3e1d7df62f5c |
completed | March 22, 2026, 11:42 p.m. |
| NEDg | Description generation | batch_69c086cd0904819089dbacd6c948abec |
completed | March 23, 2026, 12:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0873661788190847751ba82975e82 |
completed | March 23, 2026, 12:20 a.m. |
Created at: March 22, 2026, 3:50 p.m.