Triple

T1674180
Position Surface form Disambiguated ID Type / Status
Subject Pet Shop Boys E36192 entity
Predicate notableWork P4 FINISHED
Object So Hard
"So Hard" is a 1990 synth-pop single by the English duo Pet Shop Boys, known for its bittersweet lyrics about a troubled relationship and its dance-oriented production.
E189477 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: So Hard | Statement: [Pet Shop Boys, notableWork, So Hard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: So Hard
Context triple: [Pet Shop Boys, notableWork, So Hard]
  • A. Gotta Have It
    "Gotta Have It" is a high-energy hip hop track by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its dense sampling and rapid-fire back-and-forth verses.
  • B. Ain't No Other Man
    "Ain't No Other Man" is a 2006 funk- and soul-influenced pop single by Christina Aguilera that served as the lead track from her album "Back to Basics" and earned her a Grammy Award for Best Female Pop Vocal Performance.
  • C. Say Somethin’
    "Say Somethin’" is a song by Mariah Carey from her 2005 album *The Emancipation of Mimi*, featuring rapper Snoop Dogg and produced by The Neptunes.
  • D. Stronger
    "Stronger" is a hit song by Kanye West that blends hip-hop with electronic music, prominently sampling Daft Punk's "Harder, Better, Faster, Stronger."
  • E. In My Life
    "In My Life" is a reflective and nostalgic Beatles song, primarily written by John Lennon, that is widely regarded as one of his most personal and enduring compositions.
  • 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: So Hard
Triple: [Pet Shop Boys, notableWork, So Hard]
Generated description
"So Hard" is a 1990 synth-pop single by the English duo Pet Shop Boys, known for its bittersweet lyrics about a troubled relationship and its dance-oriented production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: So Hard
Target entity description: "So Hard" is a 1990 synth-pop single by the English duo Pet Shop Boys, known for its bittersweet lyrics about a troubled relationship and its dance-oriented production.
  • A. Gotta Have It
    "Gotta Have It" is a high-energy hip hop track by Jay-Z and Kanye West from their collaborative album *Watch the Throne*, known for its dense sampling and rapid-fire back-and-forth verses.
  • B. Ain't No Other Man
    "Ain't No Other Man" is a 2006 funk- and soul-influenced pop single by Christina Aguilera that served as the lead track from her album "Back to Basics" and earned her a Grammy Award for Best Female Pop Vocal Performance.
  • C. Say Somethin’
    "Say Somethin’" is a song by Mariah Carey from her 2005 album *The Emancipation of Mimi*, featuring rapper Snoop Dogg and produced by The Neptunes.
  • D. Stronger
    "Stronger" is a hit song by Kanye West that blends hip-hop with electronic music, prominently sampling Daft Punk's "Harder, Better, Faster, Stronger."
  • E. In My Life
    "In My Life" is a reflective and nostalgic Beatles song, primarily written by John Lennon, that is widely regarded as one of his most personal and enduring compositions.
  • 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_69a8861286808190939afff3ce8ee31e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa6246753081909dace4eacf9cb1c0 completed March 6, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad71b5729c8190b410893d62bedb13 completed March 8, 2026, 12:55 p.m.
NEDg Description generation batch_69ad728cb27c8190802b30afc5e259e2 completed March 8, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_69ad72fa21208190b596bfdfc69043bd completed March 8, 2026, 1 p.m.
Created at: March 4, 2026, 7:29 p.m.