Triple
T9343503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rachel Stevens |
E224821
|
entity |
| Predicate | notableSong |
P4
|
FINISHED |
| Object |
Negotiate with Love
"Negotiate with Love" is a pop single by British singer Rachel Stevens, released in 2005 as part of her solo music career following S Club 7.
|
E792924
|
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: Negotiate with Love | Statement: [Rachel Stevens, notableSong, Negotiate with Love]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Negotiate with Love Context triple: [Rachel Stevens, notableSong, Negotiate with Love]
-
A.
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.
-
B.
Justice in Love
"Justice in Love" is a philosophical and theological work by Nicholas Wolterstorff that explores how Christian love and justice are mutually informing rather than opposed in ethics and social life.
-
C.
The Ways of Love
"The Ways of Love" is a song by Neil Young featured on his 1989 album *Freedom*, reflecting his characteristic blend of introspective lyrics and melodic rock.
-
D.
The Truth About Love
The Truth About Love is a 2012 studio album by American singer Pink that blends pop-rock and emotional ballads while exploring themes of love, heartbreak, and self-empowerment.
-
E.
Ready to Love
Ready to Love is a reality dating series that follows successful Black singles navigating romance and relationships, produced by filmmaker and TV producer Will Packer.
- 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: Negotiate with Love Triple: [Rachel Stevens, notableSong, Negotiate with Love]
Generated description
"Negotiate with Love" is a pop single by British singer Rachel Stevens, released in 2005 as part of her solo music career following S Club 7.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Negotiate with Love Target entity description: "Negotiate with Love" is a pop single by British singer Rachel Stevens, released in 2005 as part of her solo music career following S Club 7.
-
A.
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.
-
B.
Justice in Love
"Justice in Love" is a philosophical and theological work by Nicholas Wolterstorff that explores how Christian love and justice are mutually informing rather than opposed in ethics and social life.
-
C.
The Ways of Love
"The Ways of Love" is a song by Neil Young featured on his 1989 album *Freedom*, reflecting his characteristic blend of introspective lyrics and melodic rock.
-
D.
The Truth About Love
The Truth About Love is a 2012 studio album by American singer Pink that blends pop-rock and emotional ballads while exploring themes of love, heartbreak, and self-empowerment.
-
E.
Ready to Love
Ready to Love is a reality dating series that follows successful Black singles navigating romance and relationships, produced by filmmaker and TV producer Will Packer.
- 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_69ca842993248190a79ab06968994b86 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd4bb244e88190b269e0bc997f066a |
completed | April 1, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0e410bc348190b0cae142bf850bce |
completed | April 4, 2026, 10:12 a.m. |
| NEDg | Description generation | batch_69d0e5c27ef08190af2edd539358750a |
completed | April 4, 2026, 10:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0e638ba5481909b879418ae293739 |
completed | April 4, 2026, 10:21 a.m. |
Created at: March 30, 2026, 7:40 p.m.