Triple

T8116093
Position Surface form Disambiguated ID Type / Status
Subject So Hard E189477 entity
Predicate hasBSide P15273 FINISHED
Object It Must Be Obvious
"It Must Be Obvious" is a song by the English synth-pop duo Pet Shop Boys, originally released as the B-side to their 1990 single "So Hard."
E713002 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 Must Be Obvious | Statement: [So Hard, hasBSide, It Must Be Obvious]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: It Must Be Obvious
Context triple: [So Hard, hasBSide, It Must Be Obvious]
  • A. Some Might Say
    "Some Might Say" is a 1995 Britpop anthem by the English rock band Oasis, known as one of their major hit singles and a defining track of their early career.
  • B. Say It Isn’t So
    "Say It Isn’t So" is a 1983 pop-rock single by American duo Daryl Hall & John Oates, known for its catchy hooks and success on the Billboard charts.
  • C. It’s Not for Me to Know
    "It’s Not for Me to Know" is a song by the American punk rock band the Ramones from their 1995 album ¡Adios Amigos!.
  • 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. Can It Be All So Simple
    "Can It Be All So Simple" is a reflective, soul-sampling track by Wu-Tang Clan that nostalgically recounts the struggles and aspirations of life in early-1990s New York.
  • 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 Must Be Obvious
Triple: [So Hard, hasBSide, It Must Be Obvious]
Generated description
"It Must Be Obvious" is a song by the English synth-pop duo Pet Shop Boys, originally released as the B-side to their 1990 single "So Hard."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: It Must Be Obvious
Target entity description: "It Must Be Obvious" is a song by the English synth-pop duo Pet Shop Boys, originally released as the B-side to their 1990 single "So Hard."
  • A. Some Might Say
    "Some Might Say" is a 1995 Britpop anthem by the English rock band Oasis, known as one of their major hit singles and a defining track of their early career.
  • B. Say It Isn’t So
    "Say It Isn’t So" is a 1983 pop-rock single by American duo Daryl Hall & John Oates, known for its catchy hooks and success on the Billboard charts.
  • C. It’s Not for Me to Know
    "It’s Not for Me to Know" is a song by the American punk rock band the Ramones from their 1995 album ¡Adios Amigos!.
  • 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. Can It Be All So Simple
    "Can It Be All So Simple" is a reflective, soul-sampling track by Wu-Tang Clan that nostalgically recounts the struggles and aspirations of life in early-1990s New York.
  • 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_69ca82baad008190ab2859712b9b1607 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43320bf881909f97a235451bb3a4 completed March 31, 2026, 3:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc944439488190b95788e3a77ee732 completed April 1, 2026, 3:43 a.m.
NEDg Description generation batch_69cc95bfb2b08190ae4bbf8fdde3165d completed April 1, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69cc977c9bf4819081c4df682e4cdf1e completed April 1, 2026, 3:56 a.m.
Created at: March 30, 2026, 5:33 p.m.