Triple
T10141715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shep Crawford |
E231597
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
“I’m Gonna Make You Love Me”
“I’m Gonna Make You Love Me” is an R&B song written and produced by Shep Crawford, best known for its soulful, emotive style and strong vocal performances.
|
E844388
|
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: “I’m Gonna Make You Love Me” | Statement: [Shep Crawford, notableWork, “I’m Gonna Make You Love Me”]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: “I’m Gonna Make You Love Me” Context triple: [Shep Crawford, notableWork, “I’m Gonna Make You Love Me”]
-
A.
I’m Gonna Make You Love Me
"I’m Gonna Make You Love Me" is a soul song best known from its hit 1968 duet version by Diana Ross & the Supremes and The Temptations, and has been recorded by several artists including Dee Dee Warwick.
-
B.
I’ll Make Love to You
"I'll Make Love to You" is a 1994 R&B ballad by Boyz II Men that became one of their biggest hits, topping charts worldwide and earning a Grammy Award.
-
C.
You Made Me Love You
"You Made Me Love You" is a popular standard from the early 20th century that has been widely covered by jazz and pop artists.
-
D.
I Can’t Make You Love Me
"I Can’t Make You Love Me" is a critically acclaimed 1991 piano ballad by Bonnie Raitt, renowned for its emotional depth and powerful vocal performance.
-
E.
Make the Man Love Me
"Make the Man Love Me" is a popular song composed by Arthur Schwartz, known as a classic piece from the American songbook.
- 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: “I’m Gonna Make You Love Me” Triple: [Shep Crawford, notableWork, “I’m Gonna Make You Love Me”]
Generated description
“I’m Gonna Make You Love Me” is an R&B song written and produced by Shep Crawford, best known for its soulful, emotive style and strong vocal performances.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: “I’m Gonna Make You Love Me” Target entity description: “I’m Gonna Make You Love Me” is an R&B song written and produced by Shep Crawford, best known for its soulful, emotive style and strong vocal performances.
-
A.
I’m Gonna Make You Love Me
"I’m Gonna Make You Love Me" is a soul song best known from its hit 1968 duet version by Diana Ross & the Supremes and The Temptations, and has been recorded by several artists including Dee Dee Warwick.
-
B.
I’ll Make Love to You
"I'll Make Love to You" is a 1994 R&B ballad by Boyz II Men that became one of their biggest hits, topping charts worldwide and earning a Grammy Award.
-
C.
You Made Me Love You
"You Made Me Love You" is a popular standard from the early 20th century that has been widely covered by jazz and pop artists.
-
D.
I Can’t Make You Love Me
"I Can’t Make You Love Me" is a critically acclaimed 1991 piano ballad by Bonnie Raitt, renowned for its emotional depth and powerful vocal performance.
-
E.
Make the Man Love Me
"Make the Man Love Me" is a popular song composed by Arthur Schwartz, known as a classic piece from the American songbook.
- 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_69ca848364f881908a24366a6feec1db |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdeb2599e0819090184631e481310c |
completed | April 2, 2026, 4:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e603d4548190a561e735c603946f |
completed | April 5, 2026, 10:45 p.m. |
| NEDg | Description generation | batch_69d2e7d9932c8190b1947df14f373f9c |
completed | April 5, 2026, 10:53 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e8c425b88190b20f1706fe3343f4 |
completed | April 5, 2026, 10:57 p.m. |
Created at: March 30, 2026, 9:07 p.m.