Triple
T13893410
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Erotica (album) |
E334027
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Why's It So Hard
"Why's It So Hard" is a song by Madonna from her 1992 album Erotica that reflects on social injustice and inequality.
|
E1067608
|
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: Why's It So Hard | Statement: [Erotica (album), hasPart, Why's It So Hard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Why's It So Hard Context triple: [Erotica (album), hasPart, Why's It So Hard]
-
A.
It's So Hard
"It's So Hard" is a song by John Lennon, released on his 1971 album *Imagine*, reflecting his raw, blues-influenced style and candid lyrical themes.
-
B.
It Ain't Easy
"It Ain't Easy" is a reflective, introspective track by 2Pac that explores the hardships and moral struggles of life in the streets.
-
C.
It’s a Hard Life
"It’s a Hard Life" is a 1984 rock ballad by the British band Queen, notable for Freddie Mercury’s operatic vocal style and its theatrical, opera-inspired music video.
-
D.
Why Is It So Hard
"Why Is It So Hard" is a song by R&B singer Heather Headley from her debut album "This Is Who I Am" (often associated with her broader body of work including "I Remember Me").
-
E.
Don’t Make It Harder on Me
"Don’t Make It Harder on Me" is an R&B song by Chloe x Halle featured on their critically acclaimed album "Ungodly Hour."
- 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: Why's It So Hard Triple: [Erotica (album), hasPart, Why's It So Hard]
Generated description
"Why's It So Hard" is a song by Madonna from her 1992 album Erotica that reflects on social injustice and inequality.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Why's It So Hard Target entity description: "Why's It So Hard" is a song by Madonna from her 1992 album Erotica that reflects on social injustice and inequality.
-
A.
It's So Hard
"It's So Hard" is a song by John Lennon, released on his 1971 album *Imagine*, reflecting his raw, blues-influenced style and candid lyrical themes.
-
B.
It Ain't Easy
"It Ain't Easy" is a reflective, introspective track by 2Pac that explores the hardships and moral struggles of life in the streets.
-
C.
It’s a Hard Life
"It’s a Hard Life" is a 1984 rock ballad by the British band Queen, notable for Freddie Mercury’s operatic vocal style and its theatrical, opera-inspired music video.
-
D.
Why Is It So Hard
"Why Is It So Hard" is a song by R&B singer Heather Headley from her debut album "This Is Who I Am" (often associated with her broader body of work including "I Remember Me").
-
E.
Don’t Make It Harder on Me
"Don’t Make It Harder on Me" is an R&B song by Chloe x Halle featured on their critically acclaimed album "Ungodly Hour."
- 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_69d81c5dd2d48190b7a5fc1e009de936 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de23a537d4819093c2bae2a244816a |
completed | April 14, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c71ca8a881908ac02687fbfe62fb |
completed | May 3, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69f7c7e1247481908073c1e282c3619f |
completed | May 3, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c8f2b5588190b6143d676eb648a0 |
completed | May 3, 2026, 10:15 p.m. |
Created at: April 9, 2026, 10:15 p.m.