Triple

T6478085
Position Surface form Disambiguated ID Type / Status
Subject Me Against the World E146121 entity
Predicate hasPart P35 FINISHED
Object 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.
 E596971 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: [Me Against the World, 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: [Me Against the World, hasPart, It Ain't Easy]
  • A. 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.
  • B. 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.
  • 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. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • E. Don’t Ease Me In
    "Don’t Ease Me In" is a traditional American folk song popularized in rock music by the Grateful Dead.
  • 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: [Me Against the World, hasPart, It Ain't Easy]
Generated description
"It Ain't Easy" is a reflective, introspective track by 2Pac that explores the hardships and moral struggles of life in the streets.
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 reflective, introspective track by 2Pac that explores the hardships and moral struggles of life in the streets.
  • A. 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.
  • B. 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.
  • 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. You Ain't the First
    "You Ain't the First" is an acoustic, country-tinged rock song by Guns N' Roses known for its laid-back, barroom style and breakup-themed lyrics.
  • E. Don’t Ease Me In
    "Don’t Ease Me In" is a traditional American folk song popularized in rock music by the Grateful Dead.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4d35f08190a94143367b1d45c5 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653aa82808190a1e9d420e81d7839 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6542017f4819085efe545dd25060f completed March 27, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69c656d3533c819091a4255e354eccab completed March 27, 2026, 10:07 a.m.
Created at: March 22, 2026, 4:51 p.m.