Triple

T18146342
Position Surface form Disambiguated ID Type / Status
Subject The Rise and Fall of Ziggy Stardust and the Spiders from Mars E434401 entity
Predicate hasPart P35 FINISHED
Object It Ain’t Easy
"It Ain’t Easy" is a rock song written by Ron Davies that David Bowie covered on his 1972 album *The Rise and Fall of Ziggy Stardust and the Spiders from Mars*.
 E1307647 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: It Ain’t Easy | Statement: [The Rise and Fall of Ziggy Stardust and the Spiders from Mars, hasPart, It Ain’t Easy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: It Ain’t Easy
Context triple: [The Rise and Fall of Ziggy Stardust and the Spiders from Mars, hasPart, It Ain’t 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. 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.
  • C. 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.
  • D. It’s Easy for You
    "It’s Easy for You" is a song recorded by Elvis Presley, featured on his final studio album "Moody Blue."
  • E. There's No Easy Way
    "There's No Easy Way" is an R&B ballad performed by American singer James Ingram, known for its emotive vocals and smooth, soulful production.
  • 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: It Ain’t Easy
Triple: [The Rise and Fall of Ziggy Stardust and the Spiders from Mars, hasPart, It Ain’t Easy]
Generated description
"It Ain’t Easy" is a rock song written by Ron Davies that David Bowie covered on his 1972 album *The Rise and Fall of Ziggy Stardust and the Spiders from Mars*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: It Ain’t Easy
Target entity description: "It Ain’t Easy" is a rock song written by Ron Davies that David Bowie covered on his 1972 album *The Rise and Fall of Ziggy Stardust and the Spiders from Mars*.
  • 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. 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.
  • C. 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.
  • D. It’s Easy for You
    "It’s Easy for You" is a song recorded by Elvis Presley, featured on his final studio album "Moody Blue."
  • E. There's No Easy Way
    "There's No Easy Way" is an R&B ballad performed by American singer James Ingram, known for its emotive vocals and smooth, soulful production.
  • 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_69d8b90aac308190801e2c57d8c5bfe5 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4de33921c8190b6f645ca63fd146b completed April 19, 2026, 1:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a038554608c819080abf60da5f48a67 completed May 12, 2026, 7:53 p.m.
NEDg Description generation batch_6a03864b84608190b204b08351f1176b completed May 12, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0386b90e308190807af4d407840985 completed May 12, 2026, 7:59 p.m.
Created at: April 10, 2026, 10:29 a.m.