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.