Triple
T9904830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Stereotypes |
E184977
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Bad (Wale feat. Tiara Thomas, remix/production)
"Bad (Wale feat. Tiara Thomas, remix/production)" is a reworked version of Wale’s hit R&B/hip-hop single, distinguished by The Stereotypes’ polished, radio-ready production and remix work.
|
E827303
|
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: Bad (Wale feat. Tiara Thomas, remix/production) | Statement: [The Stereotypes, notableWork, Bad (Wale feat. Tiara Thomas, remix/production)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bad (Wale feat. Tiara Thomas, remix/production) Context triple: [The Stereotypes, notableWork, Bad (Wale feat. Tiara Thomas, remix/production)]
-
A.
You Bad
"You Bad" is a popular Afrobeat/R&B track by Nigerian singer Wande Coal, known for its catchy melody and smooth vocals.
-
B.
Bad Girl (Remix)
"Bad Girl (Remix)" is a remixed version of Usher's R&B track "Bad Girl," featured as bonus content on the Confessions Special Edition release.
-
C.
I'm Bad
"I'm Bad" is a 1987 hardcore hip hop single by LL Cool J, known for its aggressive braggadocio lyrics and status as one of his signature early hits.
-
D.
So Bad
"So Bad" is a melodic pop ballad by Paul McCartney, released in the early 1980s and noted for its smooth vocals and sentimental lyrics.
-
E.
Bad (album)
Bad is Michael Jackson’s 1987 studio album that continued his pop dominance with a harder-edged sound and multiple chart-topping singles.
- 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: Bad (Wale feat. Tiara Thomas, remix/production) Triple: [The Stereotypes, notableWork, Bad (Wale feat. Tiara Thomas, remix/production)]
Generated description
"Bad (Wale feat. Tiara Thomas, remix/production)" is a reworked version of Wale’s hit R&B/hip-hop single, distinguished by The Stereotypes’ polished, radio-ready production and remix work.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bad (Wale feat. Tiara Thomas, remix/production) Target entity description: "Bad (Wale feat. Tiara Thomas, remix/production)" is a reworked version of Wale’s hit R&B/hip-hop single, distinguished by The Stereotypes’ polished, radio-ready production and remix work.
-
A.
You Bad
"You Bad" is a popular Afrobeat/R&B track by Nigerian singer Wande Coal, known for its catchy melody and smooth vocals.
-
B.
Bad Girl (Remix)
"Bad Girl (Remix)" is a remixed version of Usher's R&B track "Bad Girl," featured as bonus content on the Confessions Special Edition release.
-
C.
I'm Bad
"I'm Bad" is a 1987 hardcore hip hop single by LL Cool J, known for its aggressive braggadocio lyrics and status as one of his signature early hits.
-
D.
So Bad
"So Bad" is a melodic pop ballad by Paul McCartney, released in the early 1980s and noted for its smooth vocals and sentimental lyrics.
-
E.
Bad (album)
Bad is Michael Jackson’s 1987 studio album that continued his pop dominance with a harder-edged sound and multiple chart-topping singles.
- 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_69ca8296165881908ca4750701af1f29 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cdb4e641e881909dfba78fcb96c433 |
completed | April 2, 2026, 12:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1eb2c1d5c8190b6f1c43254487893 |
completed | April 5, 2026, 4:55 a.m. |
| NEDg | Description generation | batch_69d1ebbd5b708190869e9b72ef872be4 |
completed | April 5, 2026, 4:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1ec25192081908b384cefb5c325f1 |
completed | April 5, 2026, 4:59 a.m. |
Created at: March 30, 2026, 8:40 p.m.