Triple
T15798524
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Softies |
E383041
|
entity |
| Predicate | EP |
P15272
|
FINISHED |
| Object |
He’ll Never Have to Know
"He’ll Never Have to Know" is an EP by the indie pop duo The Softies, known for their gentle melodies and introspective, lo-fi sound.
|
E1177108
|
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: He’ll Never Have to Know | Statement: [The Softies, EP, He’ll Never Have to Know]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: He’ll Never Have to Know Context triple: [The Softies, EP, He’ll Never Have to Know]
-
A.
You’ll Never Know
"You’ll Never Know" is a classic 1943 popular song, widely recognized as a romantic wartime ballad and an Academy Award–winning standard.
-
B.
You'll Never Never Know
"You'll Never Never Know" is a 1956 doo-wop ballad by The Platters that became one of their popular early hits.
-
C.
I Never Knew
"I Never Knew" is a pop song by the American teen boy band Dream Street, featured on their early-2000s releases aimed at a young pop audience.
-
D.
He Knows You Know
"He Knows You Know" is a song by the British neo-progressive rock band Marillion, known for its dark themes and dramatic, theatrical style.
-
E.
Nobody Needs to Know
"Nobody Needs to Know" is a poignant solo number from the musical *The Last Five Years* in which the character Jamie grapples with guilt and infidelity near the end of his marriage.
- 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: He’ll Never Have to Know Triple: [The Softies, EP, He’ll Never Have to Know]
Generated description
"He’ll Never Have to Know" is an EP by the indie pop duo The Softies, known for their gentle melodies and introspective, lo-fi sound.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: He’ll Never Have to Know Target entity description: "He’ll Never Have to Know" is an EP by the indie pop duo The Softies, known for their gentle melodies and introspective, lo-fi sound.
-
A.
You’ll Never Know
"You’ll Never Know" is a classic 1943 popular song, widely recognized as a romantic wartime ballad and an Academy Award–winning standard.
-
B.
You'll Never Never Know
"You'll Never Never Know" is a 1956 doo-wop ballad by The Platters that became one of their popular early hits.
-
C.
I Never Knew
"I Never Knew" is a pop song by the American teen boy band Dream Street, featured on their early-2000s releases aimed at a young pop audience.
-
D.
He Knows You Know
"He Knows You Know" is a song by the British neo-progressive rock band Marillion, known for its dark themes and dramatic, theatrical style.
-
E.
Nobody Needs to Know
"Nobody Needs to Know" is a poignant solo number from the musical *The Last Five Years* in which the character Jamie grapples with guilt and infidelity near the end of his marriage.
- 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_69d86da16e188190b89af699f1ed0bfe |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b4e00d348190bc98917c4098ec2f |
completed | April 16, 2026, 10:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff90b08ab48190892c700f5eb261d8 |
completed | May 9, 2026, 7:53 p.m. |
| NEDg | Description generation | batch_69ff936cbbc8819097958ac02673a474 |
completed | May 9, 2026, 8:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff93ed15ec8190b9361f7ad4c7e447 |
completed | May 9, 2026, 8:07 p.m. |
Created at: April 10, 2026, 4:48 a.m.