Triple

T3154101
Position Surface form Disambiguated ID Type / Status
Subject Lupe Fiasco E65943 entity
Predicate notableWork P4 FINISHED
Object The Cool
The Cool is Lupe Fiasco’s critically acclaimed second studio album, known for its intricate storytelling, conceptual depth, and socially conscious lyricism.
E331455 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: The Cool | Statement: [Lupe Fiasco, notableWork, The Cool]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Cool
Context triple: [Lupe Fiasco, notableWork, The Cool]
  • A. Stay Cool
    "Stay Cool" is a song featured on the 2004 album *The Tipping Point* by British soul and R&B band The Roots.
  • B. Kool
    Kool is a long-standing American menthol cigarette brand recognized for its distinctive marketing and association with menthol smoking.
  • C. Keep Cool
    Keep Cool is a contemporary record label known for signing innovative R&B and pop artists, including Normani.
  • D. For the Cool in You
    For the Cool in You is a 1993 R&B album by Babyface that showcases his smooth vocal style and influential songwriting and production.
  • E. Tré Cool
    Tré Cool is the longtime drummer of the American punk rock band Green Day, known for his energetic playing style and stage presence.
  • 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: The Cool
Triple: [Lupe Fiasco, notableWork, The Cool]
Generated description
The Cool is Lupe Fiasco’s critically acclaimed second studio album, known for its intricate storytelling, conceptual depth, and socially conscious lyricism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Cool
Target entity description: The Cool is Lupe Fiasco’s critically acclaimed second studio album, known for its intricate storytelling, conceptual depth, and socially conscious lyricism.
  • A. Stay Cool
    "Stay Cool" is a song featured on the 2004 album *The Tipping Point* by British soul and R&B band The Roots.
  • B. Kool
    Kool is a long-standing American menthol cigarette brand recognized for its distinctive marketing and association with menthol smoking.
  • C. Keep Cool
    Keep Cool is a contemporary record label known for signing innovative R&B and pop artists, including Normani.
  • D. For the Cool in You
    For the Cool in You is a 1993 R&B album by Babyface that showcases his smooth vocal style and influential songwriting and production.
  • E. Tré Cool
    Tré Cool is the longtime drummer of the American punk rock band Green Day, known for his energetic playing style and stage presence.
  • 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_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5e7f4688190b477186254f8a572 completed March 8, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b22503ba208190814ab2bfbe380c42 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b225ee67c48190879edf50981641ab completed March 12, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69b22659f79c81908f33769dff3cc57d completed March 12, 2026, 2:35 a.m.
Created at: March 8, 2026, 3:05 p.m.