Triple

T22247408
Position Surface form Disambiguated ID Type / Status
Subject Tina Snow E549879 entity
Predicate chronologicallyFollows P6702 FINISHED
Object Make It Hot (EP)
Make It Hot (EP) is an early extended play by American rapper Megan Thee Stallion that helped establish her signature Houston-influenced sound and persona.
 E1526872 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: Make It Hot (EP) | Statement: [Tina Snow, chronologicallyFollows, Make It Hot (EP)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Make It Hot (EP)
Context triple: [Tina Snow, chronologicallyFollows, Make It Hot (EP)]
  • A. Make It Hot
    "Make It Hot" is a song featured on LL Cool J's 1997 hip hop album *Mr. Smith*.
  • B. Hot Hot Hot
    "Hot Hot Hot" is a song best known as the B-side to the English post-punk band The Cure’s single "The Walk."
  • C. Burnin' Hot
    "Burnin' Hot" is a funk-infused R&B single by Jermaine Jackson from his early-1980s album "Let's Get Serious."
  • D. Heat It Up
    "Heat It Up" is a pop/R&B track by American boy band 98 Degrees featured on their hit late-1990s album 98° and Rising.
  • E. When You’re Hot, You’re Hot
    "When You’re Hot, You’re Hot" is a 1971 country song by Jerry Reed that became one of his biggest hits, known for its humorous narrative and catchy, laid-back groove.
  • 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: Make It Hot (EP)
Triple: [Tina Snow, chronologicallyFollows, Make It Hot (EP)]
Generated description
Make It Hot (EP) is an early extended play by American rapper Megan Thee Stallion that helped establish her signature Houston-influenced sound and persona.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Make It Hot (EP)
Target entity description: Make It Hot (EP) is an early extended play by American rapper Megan Thee Stallion that helped establish her signature Houston-influenced sound and persona.
  • A. Make It Hot
    "Make It Hot" is a song featured on LL Cool J's 1997 hip hop album *Mr. Smith*.
  • B. Hot Hot Hot
    "Hot Hot Hot" is a song best known as the B-side to the English post-punk band The Cure’s single "The Walk."
  • C. Burnin' Hot
    "Burnin' Hot" is a funk-infused R&B single by Jermaine Jackson from his early-1980s album "Let's Get Serious."
  • D. Heat It Up
    "Heat It Up" is a pop/R&B track by American boy band 98 Degrees featured on their hit late-1990s album 98° and Rising.
  • E. When You’re Hot, You’re Hot
    "When You’re Hot, You’re Hot" is a 1971 country song by Jerry Reed that became one of his biggest hits, known for its humorous narrative and catchy, laid-back groove.
  • 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_69e11e41d9408190bd770cf282e22753 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f13218d1f88190b64b7f301328fa98 completed April 28, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ab65e6d088190b8ed638d8c57a243 completed May 18, 2026, 6:49 a.m.
NEDg Description generation batch_6a0ab762ba7c8190a3a66c282de66392 completed May 18, 2026, 6:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab7dc8dc08190a65c0a454f018b41 completed May 18, 2026, 6:55 a.m.
Created at: April 16, 2026, 8:38 p.m.