Triple
T12365870
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tulisa Contostavlos |
E294867
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
N-Dubz album "Against All Odds"
"Against All Odds" is the second studio album by British hip hop group N-Dubz, showcasing their signature blend of rap, R&B, and pop and helping cement their mainstream success in the late 2000s.
|
E977368
|
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: N-Dubz album "Against All Odds" | Statement: [Tulisa Contostavlos, notableWork, N-Dubz album "Against All Odds"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: N-Dubz album "Against All Odds" Context triple: [Tulisa Contostavlos, notableWork, N-Dubz album "Against All Odds"]
-
A.
Dizzee Rascal album Boy in da Corner
Boy in da Corner is the critically acclaimed 2003 debut studio album by British rapper Dizzee Rascal, widely credited with bringing grime music to mainstream attention.
-
B.
The Black Eyed Peas album "Elephunk"
"Elephunk" is the breakthrough third studio album by The Black Eyed Peas, featuring a fusion of hip hop and pop that produced major hits like "Where Is the Love?" and significantly boosted the group's global popularity.
-
C.
album "Undisputed"
"Undisputed" is a studio album by American rapper DMX that marked his return to recording after several years away from the spotlight.
-
D.
album "Blak and Blu"
"Blak and Blu" is the major-label debut studio album by American guitarist and singer Gary Clark Jr., showcasing his fusion of blues, rock, soul, and R&B.
-
E.
album "No More Drama"
"No More Drama" is a critically acclaimed R&B and soul album by Mary J. Blige that marked a pivotal moment in her career with its themes of personal struggle, resilience, and emotional healing.
- 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: N-Dubz album "Against All Odds" Triple: [Tulisa Contostavlos, notableWork, N-Dubz album "Against All Odds"]
Generated description
"Against All Odds" is the second studio album by British hip hop group N-Dubz, showcasing their signature blend of rap, R&B, and pop and helping cement their mainstream success in the late 2000s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: N-Dubz album "Against All Odds" Target entity description: "Against All Odds" is the second studio album by British hip hop group N-Dubz, showcasing their signature blend of rap, R&B, and pop and helping cement their mainstream success in the late 2000s.
-
A.
Dizzee Rascal album Boy in da Corner
Boy in da Corner is the critically acclaimed 2003 debut studio album by British rapper Dizzee Rascal, widely credited with bringing grime music to mainstream attention.
-
B.
The Black Eyed Peas album "Elephunk"
"Elephunk" is the breakthrough third studio album by The Black Eyed Peas, featuring a fusion of hip hop and pop that produced major hits like "Where Is the Love?" and significantly boosted the group's global popularity.
-
C.
album "Undisputed"
"Undisputed" is a studio album by American rapper DMX that marked his return to recording after several years away from the spotlight.
-
D.
album "Blak and Blu"
"Blak and Blu" is the major-label debut studio album by American guitarist and singer Gary Clark Jr., showcasing his fusion of blues, rock, soul, and R&B.
-
E.
album "No More Drama"
"No More Drama" is a critically acclaimed R&B and soul album by Mary J. Blige that marked a pivotal moment in her career with its themes of personal struggle, resilience, and emotional healing.
- 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93fa3f958819080555bcae9958a53 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62abbaaec8190b388d9dff999da8d |
completed | May 2, 2026, 4:47 p.m. |
| NEDg | Description generation | batch_69f62c569a6c8190aecf8a4c627d8893 |
completed | May 2, 2026, 4:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62d07d3148190a45542c8d43a7077 |
completed | May 2, 2026, 4:57 p.m. |
Created at: April 8, 2026, 9:54 p.m.