Triple
T23191141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Keke Wyatt |
E579735
|
entity |
| Predicate | notableSingle |
P3283
|
FINISHED |
| Object |
Used to Love
"Used to Love" is an R&B song by American singer Keke Wyatt, recognized as one of her notable singles.
|
E1573787
|
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: Used to Love | Statement: [Keke Wyatt, notableSingle, Used to Love]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Used to Love Context triple: [Keke Wyatt, notableSingle, Used to Love]
-
A.
Used to Love You
"Used to Love You" is a breakup-themed pop ballad by American singer Gwen Stefani, released in 2015 and widely noted for its raw, emotional lyrics reflecting her highly publicized divorce.
-
B.
Used to Love U
"Used to Love U" is an R&B/soul song by John Legend, released as one of the singles from his debut album "Get Lifted."
-
C.
Used to Love Her
"Used to Love Her" is a tongue-in-cheek, country-tinged hard rock song by Guns N' Roses known for its darkly humorous lyrics about killing a former lover.
-
D.
You Used to Love Me
"You Used to Love Me" is an R&B single by American singer Faith Evans, best known as her debut hit that showcased her soulful vocals and established her as a prominent 1990s artist.
-
E.
Someone That I Used to Love
"Someone That I Used to Love" is a pop ballad composed by Michael Masser, best known through its emotive recordings by artists such as Barbra Streisand and Natalie Cole.
- 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: Used to Love Triple: [Keke Wyatt, notableSingle, Used to Love]
Generated description
"Used to Love" is an R&B song by American singer Keke Wyatt, recognized as one of her notable singles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Used to Love Target entity description: "Used to Love" is an R&B song by American singer Keke Wyatt, recognized as one of her notable singles.
-
A.
Used to Love You
"Used to Love You" is a breakup-themed pop ballad by American singer Gwen Stefani, released in 2015 and widely noted for its raw, emotional lyrics reflecting her highly publicized divorce.
-
B.
Used to Love U
"Used to Love U" is an R&B/soul song by John Legend, released as one of the singles from his debut album "Get Lifted."
-
C.
Used to Love Her
"Used to Love Her" is a tongue-in-cheek, country-tinged hard rock song by Guns N' Roses known for its darkly humorous lyrics about killing a former lover.
-
D.
You Used to Love Me
"You Used to Love Me" is an R&B single by American singer Faith Evans, best known as her debut hit that showcased her soulful vocals and established her as a prominent 1990s artist.
-
E.
Someone That I Used to Love
"Someone That I Used to Love" is a pop ballad composed by Michael Masser, best known through its emotive recordings by artists such as Barbra Streisand and Natalie Cole.
- 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_69f18fd777c08190bf79e38844fedf27 |
completed | April 29, 2026, 4:57 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, 4:05 p.m.