Triple
T12395874
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M.P.G. |
E296112
|
entity |
| Predicate | notableSingle |
P3283
|
FINISHED |
| Object |
That’s the Way Love Is
"That’s the Way Love Is" is a soulful 1969 Marvin Gaye hit known for its emotive vocals and themes of heartbreak and romantic struggle.
|
E989962
|
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: That’s the Way Love Is | Statement: [M.P.G., notableSingle, That’s the Way Love Is]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: That’s the Way Love Is Context triple: [M.P.G., notableSingle, That’s the Way Love Is]
-
A.
That’s the Way Love Is
"That’s the Way Love Is" is an R&B song by American singer Bobby Brown, released during his late-1980s/early-1990s solo career.
-
B.
That's the Way Love Is
"That's the Way Love Is" is a soulful blues song popularized by American singer Bobby "Blue" Bland, showcasing his smooth, emotive vocal style.
-
C.
That's the Way Love Goes
"That's the Way Love Goes" is a 1993 Grammy-winning R&B single by Janet Jackson, known for its smooth, laid-back groove and influential role in shaping 1990s pop and R&B music.
-
D.
That’s the Way It Is
"That’s the Way It Is" is an upbeat pop song by Celine Dion, released in 1999 and known for its empowering lyrics and strong vocal performance.
-
E.
The Way You Love Me
"The Way You Love Me" is a hit country-pop song by American singer Faith Hill, known for its upbeat tempo and romantic lyrics from her album "Breathe."
- 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: That’s the Way Love Is Triple: [M.P.G., notableSingle, That’s the Way Love Is]
Generated description
"That’s the Way Love Is" is a soulful 1969 Marvin Gaye hit known for its emotive vocals and themes of heartbreak and romantic struggle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: That’s the Way Love Is Target entity description: "That’s the Way Love Is" is a soulful 1969 Marvin Gaye hit known for its emotive vocals and themes of heartbreak and romantic struggle.
-
A.
That’s the Way Love Is
"That’s the Way Love Is" is an R&B song by American singer Bobby Brown, released during his late-1980s/early-1990s solo career.
-
B.
That's the Way Love Is
"That's the Way Love Is" is a soulful blues song popularized by American singer Bobby "Blue" Bland, showcasing his smooth, emotive vocal style.
-
C.
That's the Way Love Goes
"That's the Way Love Goes" is a 1993 Grammy-winning R&B single by Janet Jackson, known for its smooth, laid-back groove and influential role in shaping 1990s pop and R&B music.
-
D.
That’s the Way It Is
"That’s the Way It Is" is an upbeat pop song by Celine Dion, released in 1999 and known for its empowering lyrics and strong vocal performance.
-
E.
The Way You Love Me
"The Way You Love Me" is a hit country-pop song by American singer Faith Hill, known for its upbeat tempo and romantic lyrics from her album "Breathe."
- 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_69d6ad9e653c8190b1473c860ee53dae |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d93fd33f048190b205fd21dc513f6a |
completed | April 10, 2026, 6:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6556240f48190a3510d10ab98127b |
completed | May 2, 2026, 7:49 p.m. |
| NEDg | Description generation | batch_69f6566dccc0819085e059c7b0288f6c |
completed | May 2, 2026, 7:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f65799ca588190b9f7a07f5c1a842c |
completed | May 2, 2026, 7:59 p.m. |
Created at: April 8, 2026, 9:54 p.m.