Triple

T13737567
Position Surface form Disambiguated ID Type / Status
Subject Carl Thomas E329990 entity
Predicate notableWork P4 FINISHED
Object So Much Better (album)
"So Much Better" is an R&B studio album by American singer Carl Thomas, showcasing his smooth vocals and soulful, contemporary sound.
 E1057362 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: So Much Better (album) | Statement: [Carl Thomas, notableWork, So Much Better (album)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: So Much Better (album)
Context triple: [Carl Thomas, notableWork, So Much Better (album)]
  • A. So Much Better
    "So Much Better" is an upbeat, empowering musical number performed by Elle Woods as a climactic act-one finale in the Broadway adaptation of Legally Blonde.
  • B. So Much More
    "So Much More" is a track by American rapper Big Sean from his debut studio album "Finally Famous."
  • C. So Much for So Little
    So Much for So Little is a 1949 animated documentary short directed by Chuck Jones that promotes public health and social welfare programs in the United States.
  • D. So Much Betta
    "So Much Betta" is a track by the British electronic music duo Discipline, known for its sleek, club-oriented production and dancefloor appeal.
  • E. A Better Love
    "A Better Love" is a 1991 dance-pop single by British group Londonbeat, known as the follow-up hit to their chart-topping song "I've Been Thinking About You."
  • 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: So Much Better (album)
Triple: [Carl Thomas, notableWork, So Much Better (album)]
Generated description
"So Much Better" is an R&B studio album by American singer Carl Thomas, showcasing his smooth vocals and soulful, contemporary sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: So Much Better (album)
Target entity description: "So Much Better" is an R&B studio album by American singer Carl Thomas, showcasing his smooth vocals and soulful, contemporary sound.
  • A. So Much Better
    "So Much Better" is an upbeat, empowering musical number performed by Elle Woods as a climactic act-one finale in the Broadway adaptation of Legally Blonde.
  • B. So Much More
    "So Much More" is a track by American rapper Big Sean from his debut studio album "Finally Famous."
  • C. So Much for So Little
    So Much for So Little is a 1949 animated documentary short directed by Chuck Jones that promotes public health and social welfare programs in the United States.
  • D. So Much Betta
    "So Much Betta" is a track by the British electronic music duo Discipline, known for its sleek, club-oriented production and dancefloor appeal.
  • E. A Better Love
    "A Better Love" is a 1991 dance-pop single by British group Londonbeat, known as the follow-up hit to their chart-topping song "I've Been Thinking About You."
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de0204d50c8190a5413cc9a1b26e14 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f79d68da04819089c95d9bfedc7496 completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79f1051b48190ac4704b43e759237 completed May 3, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69f79fdf974081909108b0fd89e76d56 completed May 3, 2026, 7:19 p.m.
Created at: April 9, 2026, 9:55 p.m.