Triple
T5116040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AZ |
E115336
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Life's a Bitch
"Life's a Bitch" is a reflective, jazz-infused hip-hop track by AZ (featuring Nas) that is widely regarded as one of the standout songs on Nas's classic 1994 album *Illmatic*.
|
E494154
|
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: Life's a Bitch | Statement: [AZ, notableWork, Life's a Bitch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Life's a Bitch Context triple: [AZ, notableWork, Life's a Bitch]
-
A.
That’s My Bitch
“That’s My Bitch” is a hip-hop track by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its energetic production and commentary on race and beauty standards.
-
B.
Me & My Bitch
"Me & My Bitch" is a track by The Notorious B.I.G. from his landmark 1994 debut album "Ready to Die," known for its raw storytelling about love, loyalty, and loss.
-
C.
Same Bitches
"Same Bitches" is a hip-hop-influenced track by Post Malone featuring G-Eazy and YG from his album *Beerbongs & Bentleys*.
-
D.
Back Off Bitch
"Back Off Bitch" is a hard rock song by Guns N' Roses known for its aggressive lyrics and classic bluesy rock sound.
-
E.
Hell of a Life
"Hell of a Life" is a dark, synth-driven hip-hop track by Kanye West that blends distorted production with provocative lyrics exploring fantasy, excess, and disillusionment.
- 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: Life's a Bitch Triple: [AZ, notableWork, Life's a Bitch]
Generated description
"Life's a Bitch" is a reflective, jazz-infused hip-hop track by AZ (featuring Nas) that is widely regarded as one of the standout songs on Nas's classic 1994 album *Illmatic*.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Life's a Bitch Target entity description: "Life's a Bitch" is a reflective, jazz-infused hip-hop track by AZ (featuring Nas) that is widely regarded as one of the standout songs on Nas's classic 1994 album *Illmatic*.
-
A.
That’s My Bitch
“That’s My Bitch” is a hip-hop track by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its energetic production and commentary on race and beauty standards.
-
B.
Me & My Bitch
"Me & My Bitch" is a track by The Notorious B.I.G. from his landmark 1994 debut album "Ready to Die," known for its raw storytelling about love, loyalty, and loss.
-
C.
Same Bitches
"Same Bitches" is a hip-hop-influenced track by Post Malone featuring G-Eazy and YG from his album *Beerbongs & Bentleys*.
-
D.
Back Off Bitch
"Back Off Bitch" is a hard rock song by Guns N' Roses known for its aggressive lyrics and classic bluesy rock sound.
-
E.
Hell of a Life
"Hell of a Life" is a dark, synth-driven hip-hop track by Kanye West that blends distorted production with provocative lyrics exploring fantasy, excess, and disillusionment.
- 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_69bd4441d1648190a54a533895041987 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75cfa9f88190aa7dfd264e554899 |
completed | March 20, 2026, 4:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bebaadfaac8190aa0407196e5c4c20 |
completed | March 21, 2026, 3:35 p.m. |
| NEDg | Description generation | batch_69bebb1a4370819085bcbe73a0b8c68e |
completed | March 21, 2026, 3:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebcf63784819097be14bb7dcbf4d9 |
completed | March 21, 2026, 3:44 p.m. |
Created at: March 20, 2026, 1:41 p.m.