Triple

T8519257
Position Surface form Disambiguated ID Type / Status
Subject Josh Holloway E201654 entity
Predicate notableWork P4 FINISHED
Object Stay Cool
"Stay Cool" is a 2009 indie romantic comedy film about a successful author returning to his hometown and confronting unresolved high school relationships.
 E739671 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: Stay Cool | Statement: [Josh Holloway, notableWork, Stay Cool]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stay Cool
Context triple: [Josh Holloway, notableWork, Stay 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. Keep Cool
    Keep Cool is a contemporary record label known for signing innovative R&B and pop artists, including Normani.
  • C. Coolin’ Out
    Coolin’ Out is a 1985 R&B/soul solo album by former Temptations lead singer Dennis Edwards, showcasing his smooth vocals and post-Motown sound.
  • D. Cool for the Summer
    "Cool for the Summer" is a 2015 electro-pop song by Demi Lovato known for its bold, flirtatious lyrics and powerful vocals.
  • E. The Cool
    The Cool is Lupe Fiasco’s critically acclaimed second studio album, known for its intricate storytelling, conceptual depth, and socially conscious lyricism.
  • 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: Stay Cool
Triple: [Josh Holloway, notableWork, Stay Cool]
Generated description
"Stay Cool" is a 2009 indie romantic comedy film about a successful author returning to his hometown and confronting unresolved high school relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stay Cool
Target entity description: "Stay Cool" is a 2009 indie romantic comedy film about a successful author returning to his hometown and confronting unresolved high school relationships.
  • 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. Keep Cool
    Keep Cool is a contemporary record label known for signing innovative R&B and pop artists, including Normani.
  • C. Coolin’ Out
    Coolin’ Out is a 1985 R&B/soul solo album by former Temptations lead singer Dennis Edwards, showcasing his smooth vocals and post-Motown sound.
  • D. Cool for the Summer
    "Cool for the Summer" is a 2015 electro-pop song by Demi Lovato known for its bold, flirtatious lyrics and powerful vocals.
  • E. The Cool
    The Cool is Lupe Fiasco’s critically acclaimed second studio album, known for its intricate storytelling, conceptual depth, and socially conscious lyricism.
  • 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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe627de908190b463da0f26da4ffb completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e6c93d081909da2a748b0fa6fd3 completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffc30e08190b71e941d63d56015 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce54dc664081908ff63ec7f92834d7 completed April 2, 2026, 11:37 a.m.
Created at: March 30, 2026, 6:16 p.m.