Triple
T3112458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Songs in the Key of Life |
E64981
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Love’s in Need of Love Today
"Love’s in Need of Love Today" is the soulful, socially conscious opening track of Stevie Wonder’s acclaimed 1976 album *Songs in the Key of Life*.
|
E327552
|
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’s in Need of Love Today | Statement: [Songs in the Key of Life, hasPart, Love’s in Need of Love Today]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Love’s in Need of Love Today Context triple: [Songs in the Key of Life, hasPart, Love’s in Need of Love Today]
-
A.
What the World Needs Now Is Love
"What the World Needs Now Is Love" is a 1965 pop standard and peace anthem, best known in its hit recording by Jackie DeShannon, that pleads for universal love and compassion.
-
B.
Falling in Love with Love
"Falling in Love with Love" is a popular show tune by composer Richard Rodgers and lyricist Lorenz Hart, introduced in the 1938 musical "The Boys from Syracuse."
-
C.
For Love Alone
"For Love Alone" is a romance novel written by Ivana Trump that draws on her experiences in high society and glamorous international settings.
-
D.
My Love Is Your Love
My Love Is Your Love is a 1998 R&B and pop album by Whitney Houston that marked her successful return to contemporary music with hits like "It's Not Right but It's Okay" and the title track.
-
E.
Oh Love
"Oh Love" is a pop-punk song by Green Day, released as the lead single from their 2012 album ¡Uno!.
- 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’s in Need of Love Today Triple: [Songs in the Key of Life, hasPart, Love’s in Need of Love Today]
Generated description
"Love’s in Need of Love Today" is the soulful, socially conscious opening track of Stevie Wonder’s acclaimed 1976 album *Songs in the Key of Life*.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Love’s in Need of Love Today Target entity description: "Love’s in Need of Love Today" is the soulful, socially conscious opening track of Stevie Wonder’s acclaimed 1976 album *Songs in the Key of Life*.
-
A.
What the World Needs Now Is Love
"What the World Needs Now Is Love" is a 1965 pop standard and peace anthem, best known in its hit recording by Jackie DeShannon, that pleads for universal love and compassion.
-
B.
Falling in Love with Love
"Falling in Love with Love" is a popular show tune by composer Richard Rodgers and lyricist Lorenz Hart, introduced in the 1938 musical "The Boys from Syracuse."
-
C.
For Love Alone
"For Love Alone" is a romance novel written by Ivana Trump that draws on her experiences in high society and glamorous international settings.
-
D.
My Love Is Your Love
My Love Is Your Love is a 1998 R&B and pop album by Whitney Houston that marked her successful return to contemporary music with hits like "It's Not Right but It's Okay" and the title track.
-
E.
Oh Love
"Oh Love" is a pop-punk song by Green Day, released as the lead single from their 2012 album ¡Uno!.
- 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_69ad857eeaf48190b34ebfdaa7a264cf |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada43b0b3c8190a828c9cfcf730ed9 |
completed | March 8, 2026, 4:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20397cbdc8190abdd93b502f9577f |
completed | March 12, 2026, 12:06 a.m. |
| NEDg | Description generation | batch_69b204a8c5348190a2cb102b08fd6fa5 |
completed | March 12, 2026, 12:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b205bdf5c881908bc6ef7c3c30df65 |
completed | March 12, 2026, 12:15 a.m. |
Created at: March 8, 2026, 3:04 p.m.