Triple
T8178803
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Atomic Kitten |
E191006
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Love Doesn't Have to Hurt
"Love Doesn't Have to Hurt" is a pop ballad by British girl group Atomic Kitten, released in the early 2000s and known for its emotive lyrics about overcoming pain in relationships.
|
E716487
|
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 Doesn't Have to Hurt | Statement: [Atomic Kitten, notableWork, Love Doesn't Have to Hurt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Love Doesn't Have to Hurt Context triple: [Atomic Kitten, notableWork, Love Doesn't Have to Hurt]
-
A.
Only Love Can Hurt Like This
"Only Love Can Hurt Like This" is a soulful, retro-influenced pop ballad by British singer Paloma Faith that became one of her signature hits.
-
B.
It Won't Hurt
"It Won't Hurt" is a country song by Dwight Yoakam, known as the B-side to his hit single "Guitars, Cadillacs."
-
C.
Only Love Can Break Your Heart
"Only Love Can Break Your Heart" is a melancholic folk-rock song by Neil Young, noted for its vulnerable lyrics and gentle, acoustic-driven arrangement.
-
D.
This Can't Be Love
"This Can't Be Love" is a popular 1938 show tune by composer Richard Rodgers and lyricist Lorenz Hart, introduced in the musical "The Boys from Syracuse" and later recorded by numerous jazz and pop artists.
-
E.
Hurts the Most
"Hurts the Most" is a track featured on the album "After the Storm."
- 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 Doesn't Have to Hurt Triple: [Atomic Kitten, notableWork, Love Doesn't Have to Hurt]
Generated description
"Love Doesn't Have to Hurt" is a pop ballad by British girl group Atomic Kitten, released in the early 2000s and known for its emotive lyrics about overcoming pain in relationships.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Love Doesn't Have to Hurt Target entity description: "Love Doesn't Have to Hurt" is a pop ballad by British girl group Atomic Kitten, released in the early 2000s and known for its emotive lyrics about overcoming pain in relationships.
-
A.
Only Love Can Hurt Like This
"Only Love Can Hurt Like This" is a soulful, retro-influenced pop ballad by British singer Paloma Faith that became one of her signature hits.
-
B.
It Won't Hurt
"It Won't Hurt" is a country song by Dwight Yoakam, known as the B-side to his hit single "Guitars, Cadillacs."
-
C.
Only Love Can Break Your Heart
"Only Love Can Break Your Heart" is a melancholic folk-rock song by Neil Young, noted for its vulnerable lyrics and gentle, acoustic-driven arrangement.
-
D.
This Can't Be Love
"This Can't Be Love" is a popular 1938 show tune by composer Richard Rodgers and lyricist Lorenz Hart, introduced in the musical "The Boys from Syracuse" and later recorded by numerous jazz and pop artists.
-
E.
Hurts the Most
"Hurts the Most" is a track featured on the album "After the Storm."
- 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_69ca82c4538081909404325aa5639483 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4abd9768819091298e4dd995ac96 |
completed | March 31, 2026, 4:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ccbf7f02d08190a6cedc37b64a0d9e |
completed | April 1, 2026, 6:47 a.m. |
| NEDg | Description generation | batch_69ccc315132c8190bb0ad49232ccc3b8 |
completed | April 1, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ccd85aa2888190bd167148b21a3f93 |
completed | April 1, 2026, 8:33 a.m. |
Created at: March 30, 2026, 5:40 p.m.