Triple
T16953192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Embrace |
E411232
|
entity |
| Predicate | notableTrack |
P8087
|
FINISHED |
| Object |
Gotta Be Love
"Gotta Be Love" is a song by the English alternative rock band Embrace, known among fans as one of their notable tracks.
|
E1243435
|
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: Gotta Be Love | Statement: [Embrace, notableTrack, Gotta Be Love]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gotta Be Love Context triple: [Embrace, notableTrack, Gotta Be Love]
-
A.
Gotta Be You
"Gotta Be You" is a pop ballad by British-Irish boy band One Direction, released as a single from their debut album "Up All Night."
-
B.
Must Be Love
"Must Be Love" is an R&B single by American singer Cassie, known for its smooth production and themes of romantic infatuation.
-
C.
Must Be Love
"Must Be Love" is a pop single by American singer Christina Grimmie that showcases her powerful vocals and emotive style.
-
D.
It Must Be Love
"It Must Be Love" is a popular romantic pop song best known for its hit 1981 cover version by the British ska band Madness.
-
E.
Wanna Be Loved
"Wanna Be Loved" is a soulful R&B track by John Legend from his album *Love in the Future*, showcasing his smooth vocals and romantic lyricism.
- 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: Gotta Be Love Triple: [Embrace, notableTrack, Gotta Be Love]
Generated description
"Gotta Be Love" is a song by the English alternative rock band Embrace, known among fans as one of their notable tracks.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gotta Be Love Target entity description: "Gotta Be Love" is a song by the English alternative rock band Embrace, known among fans as one of their notable tracks.
-
A.
Gotta Be You
"Gotta Be You" is a pop ballad by British-Irish boy band One Direction, released as a single from their debut album "Up All Night."
-
B.
Must Be Love
"Must Be Love" is an R&B single by American singer Cassie, known for its smooth production and themes of romantic infatuation.
-
C.
Must Be Love
"Must Be Love" is a pop single by American singer Christina Grimmie that showcases her powerful vocals and emotive style.
-
D.
It Must Be Love
"It Must Be Love" is a popular romantic pop song best known for its hit 1981 cover version by the British ska band Madness.
-
E.
Wanna Be Loved
"Wanna Be Loved" is a soulful R&B track by John Legend from his album *Love in the Future*, showcasing his smooth vocals and romantic lyricism.
- 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_69d886c9c9d481909afe222093641cae |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d01a4ae8819085a6ce01fbc71b0f |
completed | April 18, 2026, 6:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d46213b08190b33b48d12bc795d1 |
completed | May 10, 2026, 6:54 p.m. |
| NEDg | Description generation | batch_6a00d5503be88190ac15a327ff3782ec |
completed | May 10, 2026, 6:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00d66e450c8190ae0befd3d7875ed8 |
completed | May 10, 2026, 7:03 p.m. |
Created at: April 10, 2026, 5:31 a.m.