Triple

T14103659
Position Surface form Disambiguated ID Type / Status
Subject Black Messiah E339445 entity
Predicate hasTrack P3284 FINISHED
Object Ain't That Easy
"Ain't That Easy" is the soulful, groove-driven opening track from D'Angelo's critically acclaimed album *Black Messiah*, showcasing his layered vocals and richly textured funk instrumentation.
 E1080743 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: Ain't That Easy | Statement: [Black Messiah, hasTrack, Ain't That Easy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ain't That Easy
Context triple: [Black Messiah, hasTrack, Ain't That Easy]
  • A. 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.
  • B. Just Ain’t Easy
    "Just Ain’t Easy" is a blues-rock song by the Allman Brothers Band, featured on their 1979 album *Enlightened Rogues*.
  • C. It's So Easy
    "It's So Easy" is a hard rock song by Guns N' Roses, known as one of the standout tracks from their debut album.
  • D. Ain't No Big Deal
    "Ain't No Big Deal" is a pop song recorded by Madonna that appeared as a B-side on some of her mid-1980s single releases.
  • E. It Don't Come Easy
    "It Don't Come Easy" is a 1971 hit single by Ringo Starr, known for its catchy rock sound and themes of perseverance and peace.
  • 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: Ain't That Easy
Triple: [Black Messiah, hasTrack, Ain't That Easy]
Generated description
"Ain't That Easy" is the soulful, groove-driven opening track from D'Angelo's critically acclaimed album *Black Messiah*, showcasing his layered vocals and richly textured funk instrumentation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ain't That Easy
Target entity description: "Ain't That Easy" is the soulful, groove-driven opening track from D'Angelo's critically acclaimed album *Black Messiah*, showcasing his layered vocals and richly textured funk instrumentation.
  • A. 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.
  • B. Just Ain’t Easy
    "Just Ain’t Easy" is a blues-rock song by the Allman Brothers Band, featured on their 1979 album *Enlightened Rogues*.
  • C. It's So Easy
    "It's So Easy" is a hard rock song by Guns N' Roses, known as one of the standout tracks from their debut album.
  • D. Ain't No Big Deal
    "Ain't No Big Deal" is a pop song recorded by Madonna that appeared as a B-side on some of her mid-1980s single releases.
  • E. It Don't Come Easy
    "It Don't Come Easy" is a 1971 hit single by Ringo Starr, known for its catchy rock sound and themes of perseverance and peace.
  • 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_69d81c69b5c8819094aa1abf18302908 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5fbd02888190bf07fd6d8769b61c completed April 14, 2026, 3:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0b2ade08190a56e9ecf659f83b9 completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd854824c8190b71001a8c67ad229 completed May 7, 2026, 6:22 p.m.
NED2 Entity disambiguation (via description) batch_69fcd91c3aac8190a569c6818cf1dabd completed May 7, 2026, 6:25 p.m.
Created at: April 9, 2026, 10:22 p.m.