Triple

T7081816
Position Surface form Disambiguated ID Type / Status
Subject Dennis Edwards E164973 entity
Predicate soloAlbum P37317 FINISHED
Object 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.
 E641248 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: Coolin’ Out | Statement: [Dennis Edwards, soloAlbum, Coolin’ Out]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Coolin’ Out
Context triple: [Dennis Edwards, soloAlbum, Coolin’ Out]
  • 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. Out of the Cool
    Out of the Cool is a 1961 jazz album by trombonist and arranger Gil Evans, acclaimed for its innovative orchestral arrangements and atmospheric, modal compositions.
  • C. Cool Breeze
    Cool Breeze is an American rapper from Atlanta best known as a member of the Dungeon Family collective alongside acts like Outkast and Goodie Mob.
  • 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. Keep Cool
    Keep Cool is a contemporary record label known for signing innovative R&B and pop artists, including Normani.
  • 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: Coolin’ Out
Triple: [Dennis Edwards, soloAlbum, Coolin’ Out]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Coolin’ Out
Target entity description: 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.
  • 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. Out of the Cool
    Out of the Cool is a 1961 jazz album by trombonist and arranger Gil Evans, acclaimed for its innovative orchestral arrangements and atmospheric, modal compositions.
  • C. Cool Breeze
    Cool Breeze is an American rapper from Atlanta best known as a member of the Dungeon Family collective alongside acts like Outkast and Goodie Mob.
  • 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. Keep Cool
    Keep Cool is a contemporary record label known for signing innovative R&B and pop artists, including Normani.
  • 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_69c6887cbc6c8190bdfac42d940f4d8a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4f1f5748190b214856bcfc70d81 completed March 27, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79477a79c81909b51175a24d17142 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c798cd9e4c8190a9dc1176d60d2cf6 completed March 28, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69c799fae8608190b0cd94d59ab589a4 completed March 28, 2026, 9:06 a.m.
Created at: March 27, 2026, 2:40 p.m.