Triple
T23192300
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Perri "Pebbles" Reid |
E579774
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Love Makes Things Happen
"Love Makes Things Happen" is an R&B hit single by Pebbles, featuring Babyface, known for its smooth production and romantic duet style that became popular in the early 1990s.
|
E1573855
|
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: Love Makes Things Happen | Statement: [Perri "Pebbles" Reid, notableWork, Love Makes Things Happen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Love Makes Things Happen Context triple: [Perri "Pebbles" Reid, notableWork, Love Makes Things Happen]
-
A.
Love Makes the World
"Love Makes the World" is a song by Carole King featured on her live album *The Living Room Tour*.
-
B.
Love Makes the World Go
Love Makes the World Go is a musical work by renowned American composer Richard Rodgers, known for his influential contributions to 20th-century musical theatre.
-
C.
Life Happens
Life Happens is a 2011 indie romantic comedy film about the challenges of unexpected motherhood and modern relationships in Los Angeles.
-
D.
How to Love
"How to Love" is a melodic, introspective hip-hop ballad by Lil Wayne that explores vulnerability, heartbreak, and the struggle to accept love.
-
E.
The Cost of Loving
The Cost of Loving is a 1987 studio album by British band The Style Council that showcases their shift toward a smoother, soul- and R&B-influenced sound.
- 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: Love Makes Things Happen Triple: [Perri "Pebbles" Reid, notableWork, Love Makes Things Happen]
Generated description
"Love Makes Things Happen" is an R&B hit single by Pebbles, featuring Babyface, known for its smooth production and romantic duet style that became popular in the early 1990s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Love Makes Things Happen Target entity description: "Love Makes Things Happen" is an R&B hit single by Pebbles, featuring Babyface, known for its smooth production and romantic duet style that became popular in the early 1990s.
-
A.
Love Makes the World
"Love Makes the World" is a song by Carole King featured on her live album *The Living Room Tour*.
-
B.
Love Makes the World Go
Love Makes the World Go is a musical work by renowned American composer Richard Rodgers, known for his influential contributions to 20th-century musical theatre.
-
C.
Life Happens
Life Happens is a 2011 indie romantic comedy film about the challenges of unexpected motherhood and modern relationships in Los Angeles.
-
D.
How to Love
"How to Love" is a melodic, introspective hip-hop ballad by Lil Wayne that explores vulnerability, heartbreak, and the struggle to accept love.
-
E.
The Cost of Loving
The Cost of Loving is a 1987 studio album by British band The Style Council that showcases their shift toward a smoother, soul- and R&B-influenced sound.
- 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_69e24600eed08190bd7e5295653a1503 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18fd86640819092308751d23c6642 |
completed | April 29, 2026, 4:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c30ba98348190ba810aaaeb7abb84 |
completed | May 19, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_6a0c336753ac819085038351f38039d8 |
completed | May 19, 2026, 9:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c341aead08190955638f4ce8c1c32 |
completed | May 19, 2026, 9:57 a.m. |
Created at: April 17, 2026, 4:06 p.m.