Triple
T18419776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Heat Is On |
E441990
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Make Me Say It Again Girl (Part 1 & 2)
"Make Me Say It Again Girl (Part 1 & 2)" is a soulful R&B ballad by the Isley Brothers, known for its smooth vocals and romantic, slow-groove arrangement.
|
E1323866
|
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 Me Say It Again Girl (Part 1 & 2) | Statement: [The Heat Is On, hasPart, Make Me Say It Again Girl (Part 1 & 2)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Make Me Say It Again Girl (Part 1 & 2) Context triple: [The Heat Is On, hasPart, Make Me Say It Again Girl (Part 1 & 2)]
-
A.
Say It Again
"Say It Again" is a smooth, R&B single by H.E.R. known for its sultry vocals and atmospheric production.
-
B.
My Girl to Me
"My Girl to Me" is a song by the American indie rock band Local Natives from their debut album "Gorilla Manor."
-
C.
Make Her Say
"Make Her Say" is a hip-hop single by Kid Cudi featuring Kanye West and Common, known for its playful lyrics and prominent sample of Lady Gaga's "Poker Face."
-
D.
Make Me (Moto Blanco remix)
"Make Me (Moto Blanco remix)" is a dance-oriented club remix of Britney Spears' song "Make Me" produced by the British remix duo Moto Blanco.
-
E.
Say You, Say Me
"Say You, Say Me" is a 1985 soft rock ballad by Lionel Richie that became a number-one hit and won the Academy Award for Best Original Song.
- 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 Me Say It Again Girl (Part 1 & 2) Triple: [The Heat Is On, hasPart, Make Me Say It Again Girl (Part 1 & 2)]
Generated description
"Make Me Say It Again Girl (Part 1 & 2)" is a soulful R&B ballad by the Isley Brothers, known for its smooth vocals and romantic, slow-groove arrangement.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Make Me Say It Again Girl (Part 1 & 2) Target entity description: "Make Me Say It Again Girl (Part 1 & 2)" is a soulful R&B ballad by the Isley Brothers, known for its smooth vocals and romantic, slow-groove arrangement.
-
A.
Say It Again
"Say It Again" is a smooth, R&B single by H.E.R. known for its sultry vocals and atmospheric production.
-
B.
My Girl to Me
"My Girl to Me" is a song by the American indie rock band Local Natives from their debut album "Gorilla Manor."
-
C.
Make Her Say
"Make Her Say" is a hip-hop single by Kid Cudi featuring Kanye West and Common, known for its playful lyrics and prominent sample of Lady Gaga's "Poker Face."
-
D.
Make Me (Moto Blanco remix)
"Make Me (Moto Blanco remix)" is a dance-oriented club remix of Britney Spears' song "Make Me" produced by the British remix duo Moto Blanco.
-
E.
Say You, Say Me
"Say You, Say Me" is a 1985 soft rock ballad by Lionel Richie that became a number-one hit and won the Academy Award for Best Original Song.
- 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_69d8b9eb8a508190a942fd75ebd8b1dc |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e51a2b0f0481909c3995bf532162a3 |
completed | April 19, 2026, 6:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03f0a633448190880b67ffe4f4e55b |
completed | May 13, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_6a03f21c622c81909f34f0d3da0c4491 |
completed | May 13, 2026, 3:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03f356e48c81908d74414b736303a4 |
completed | May 13, 2026, 3:43 a.m. |
Created at: April 10, 2026, 10:47 a.m.