Triple
T8001757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Holly Johnson |
E186264
|
entity |
| Predicate | isBestKnownFor |
P22
|
FINISHED |
| Object |
solo hit single "Love Train"
"Love Train" is a 1989 dance-pop single by Holly Johnson that became his most successful solo hit following his tenure as the lead singer of Frankie Goes to Hollywood.
|
E704147
|
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: solo hit single "Love Train" | Statement: [Holly Johnson, isBestKnownFor, solo hit single "Love Train"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: solo hit single "Love Train" Context triple: [Holly Johnson, isBestKnownFor, solo hit single "Love Train"]
-
A.
Love Train
"Love Train" is a classic 1972 soul and R&B song by The O'Jays, celebrated as an uplifting anthem of unity and peace.
-
B.
"I Walk the Line"
"I Walk the Line" is a classic country song by Johnny Cash, renowned for its distinctive rhythm and enduring influence on American music.
-
C.
Midnight Train to Memphis
"Midnight Train to Memphis" is a Southern rock/country song best known from Chris Stapleton’s 2017 album *From A Room: Volume 2*, featuring gritty vocals and blues-infused instrumentation.
-
D.
It's Still Rock and Roll to Me
"It's Still Rock and Roll to Me" is a hit 1980 rock song by American singer-songwriter Billy Joel that critiques changing musical and fashion trends while affirming the enduring appeal of rock and roll.
-
E.
"All Your Love"
"All Your Love" is a seminal Chicago blues song, best known through Magic Sam’s influential 1957 recording that helped define the West Side blues sound.
- 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: solo hit single "Love Train" Triple: [Holly Johnson, isBestKnownFor, solo hit single "Love Train"]
Generated description
"Love Train" is a 1989 dance-pop single by Holly Johnson that became his most successful solo hit following his tenure as the lead singer of Frankie Goes to Hollywood.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: solo hit single "Love Train" Target entity description: "Love Train" is a 1989 dance-pop single by Holly Johnson that became his most successful solo hit following his tenure as the lead singer of Frankie Goes to Hollywood.
-
A.
Love Train
"Love Train" is a classic 1972 soul and R&B song by The O'Jays, celebrated as an uplifting anthem of unity and peace.
-
B.
"I Walk the Line"
"I Walk the Line" is a classic country song by Johnny Cash, renowned for its distinctive rhythm and enduring influence on American music.
-
C.
Midnight Train to Memphis
"Midnight Train to Memphis" is a Southern rock/country song best known from Chris Stapleton’s 2017 album *From A Room: Volume 2*, featuring gritty vocals and blues-infused instrumentation.
-
D.
It's Still Rock and Roll to Me
"It's Still Rock and Roll to Me" is a hit 1980 rock song by American singer-songwriter Billy Joel that critiques changing musical and fashion trends while affirming the enduring appeal of rock and roll.
-
E.
"All Your Love"
"All Your Love" is a seminal Chicago blues song, best known through Magic Sam’s influential 1957 recording that helped define the West Side blues sound.
- 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_69ca82aaaf24819084b94d18f699ba53 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c9cd06081908b62bb41e228c321 |
completed | March 31, 2026, 3:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbe11aefc88190bcf614e936455927 |
completed | March 31, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_69cbe441b76881909efa791b74316088 |
completed | March 31, 2026, 3:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc34749ae08190a1d30919a0594bfd |
completed | March 31, 2026, 8:54 p.m. |
Created at: March 30, 2026, 5:18 p.m.