Triple
T8122668
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Madness |
E189644
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E714611
|
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: It Must Be Love | Statement: [Madness, notableWork, It Must Be Love]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: It Must Be Love Context triple: [Madness, notableWork, It Must Be Love]
-
A.
May This Be Love
"May This Be Love" is a psychedelic rock song by the Jimi Hendrix Experience, noted for its dreamy lyrics and fluid guitar work on their 1967 debut album.
-
B.
Please Love Me
"Please Love Me" is a blues song popularized by B.B. King, showcasing his expressive guitar work and emotive vocal style.
-
C.
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.
-
D.
Only Love
"Only Love" is a popular song performed by Greek singer Nana Mouskouri that became one of her signature international hits.
-
E.
The Love in Me
"The Love in Me" is a song featured on the Christian music album "Something About Faith."
- 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: It Must Be Love Triple: [Madness, notableWork, It Must Be Love]
Generated description
"It Must Be Love" is a popular romantic pop song best known for its hit 1981 cover version by the British ska band Madness.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: It Must Be Love Target entity description: "It Must Be Love" is a popular romantic pop song best known for its hit 1981 cover version by the British ska band Madness.
-
A.
May This Be Love
"May This Be Love" is a psychedelic rock song by the Jimi Hendrix Experience, noted for its dreamy lyrics and fluid guitar work on their 1967 debut album.
-
B.
Please Love Me
"Please Love Me" is a blues song popularized by B.B. King, showcasing his expressive guitar work and emotive vocal style.
-
C.
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.
-
D.
Only Love
"Only Love" is a popular song performed by Greek singer Nana Mouskouri that became one of her signature international hits.
-
E.
The Love in Me
"The Love in Me" is a song featured on the Christian music album "Something About Faith."
- 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_69ca82bb74848190afb1f18640632c10 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb435cb30881909ccaa2f625e53799 |
completed | March 31, 2026, 3:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc945c743c8190bf1d8e60975bd8bc |
completed | April 1, 2026, 3:43 a.m. |
| NEDg | Description generation | batch_69cc976995e481908a7e8f3b49c2784b |
completed | April 1, 2026, 3:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cca843fbc0819098d1841fcef25eaa |
completed | April 1, 2026, 5:08 a.m. |
Created at: March 30, 2026, 5:33 p.m.