Triple
T9578415
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Why Do Fools Fall in Love |
E231106
|
entity |
| Predicate | inspiredBy |
P9
|
FINISHED |
| Object |
song "Why Do Fools Fall in Love"
"Why Do Fools Fall in Love" is a classic 1956 doo-wop song by Frankie Lymon & the Teenagers, renowned for its youthful lead vocal, catchy harmonies, and enduring influence on rock and roll music.
|
E809274
|
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: song "Why Do Fools Fall in Love" | Statement: [Why Do Fools Fall in Love, inspiredBy, song "Why Do Fools Fall in Love"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: song "Why Do Fools Fall in Love" Context triple: [Why Do Fools Fall in Love, inspiredBy, song "Why Do Fools Fall in Love"]
-
A.
song "Love That Girl"
"Love That Girl" is a retro-soul single by American R&B artist Raphael Saadiq that showcases his throwback Motown-inspired sound.
-
B.
Why Do Fools Fall in Love
"Why Do Fools Fall in Love" is a 1998 biographical romantic drama film about singer Frankie Lymon and the three women who each claim to be his widow.
-
C.
song "Baby Love"
"Baby Love" is an R&B-pop ballad performed by American singer Nicole Scherzinger, released as one of her early solo singles following her success with the Pussycat Dolls.
-
D.
song "Stop Draggin' My Heart Around"
"Stop Draggin' My Heart Around" is a 1981 rock duet by Stevie Nicks and Tom Petty that became one of Nicks's signature solo hits.
-
E.
song "Soul Music"
"Soul Music" is a track from Talib Kweli's 2007 hip hop album "Eardrum," showcasing his socially conscious lyricism and soulful production.
- 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: song "Why Do Fools Fall in Love" Triple: [Why Do Fools Fall in Love, inspiredBy, song "Why Do Fools Fall in Love"]
Generated description
"Why Do Fools Fall in Love" is a classic 1956 doo-wop song by Frankie Lymon & the Teenagers, renowned for its youthful lead vocal, catchy harmonies, and enduring influence on rock and roll music.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: song "Why Do Fools Fall in Love" Target entity description: "Why Do Fools Fall in Love" is a classic 1956 doo-wop song by Frankie Lymon & the Teenagers, renowned for its youthful lead vocal, catchy harmonies, and enduring influence on rock and roll music.
-
A.
song "Love That Girl"
"Love That Girl" is a retro-soul single by American R&B artist Raphael Saadiq that showcases his throwback Motown-inspired sound.
-
B.
Why Do Fools Fall in Love
"Why Do Fools Fall in Love" is a 1998 biographical romantic drama film about singer Frankie Lymon and the three women who each claim to be his widow.
-
C.
song "Baby Love"
"Baby Love" is an R&B-pop ballad performed by American singer Nicole Scherzinger, released as one of her early solo singles following her success with the Pussycat Dolls.
-
D.
song "Stop Draggin' My Heart Around"
"Stop Draggin' My Heart Around" is a 1981 rock duet by Stevie Nicks and Tom Petty that became one of Nicks's signature solo hits.
-
E.
song "Soul Music"
"Soul Music" is a track from Talib Kweli's 2007 hip hop album "Eardrum," showcasing his socially conscious lyricism and soulful production.
- 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_69ca848091c48190bc313d6620d09555 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99aece1081908287e03106de020f |
completed | April 1, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1615d093c8190940037e9e0842db5 |
completed | April 4, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69d161e6a1308190932c8386e1c24f2e |
completed | April 4, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d165a8c80081909e4d0837cbaabf95 |
completed | April 4, 2026, 7:25 p.m. |
Created at: March 30, 2026, 8:05 p.m.