Triple

T5523892
Position Surface form Disambiguated ID Type / Status
Subject Heartbreak Warfare E144876 entity
Predicate precededBy P97 FINISHED
Object Who Says
"Who Says" is a 2009 pop-rock single by John Mayer, known for its laid-back acoustic style and introspective lyrics about personal freedom and self-acceptance.
E528537 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: Who Says | Statement: [Heartbreak Warfare, precededBy, Who Says]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Who Says
Context triple: [Heartbreak Warfare, precededBy, Who Says]
  • A. They Say
    "They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
  • B. 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.
  • C. Say It Right
    "Say It Right" is a 2006 electro-pop and R&B-influenced hit single by Nelly Furtado, known for its atmospheric production and widespread international chart success.
  • D. Something to Say
    "Something to Say" is a song featured on the album "Signed, Sealed & Delivered."
  • E. Make Her Say
    "Make Her Say" is a hip-hop single by Kid Cudi featuring Kanye West and Common, known for its playful lyrics and prominent sample of Lady Gaga's "Poker Face."
  • 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: Who Says
Triple: [Heartbreak Warfare, precededBy, Who Says]
Generated description
"Who Says" is a 2009 pop-rock single by John Mayer, known for its laid-back acoustic style and introspective lyrics about personal freedom and self-acceptance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Who Says
Target entity description: "Who Says" is a 2009 pop-rock single by John Mayer, known for its laid-back acoustic style and introspective lyrics about personal freedom and self-acceptance.
  • A. They Say
    "They Say" is a song title that has been used by multiple artists across genres, typically exploring themes of external judgment and personal identity.
  • B. 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.
  • C. Say It Right
    "Say It Right" is a 2006 electro-pop and R&B-influenced hit single by Nelly Furtado, known for its atmospheric production and widespread international chart success.
  • D. Something to Say
    "Something to Say" is a song featured on the album "Signed, Sealed & Delivered."
  • E. Make Her Say
    "Make Her Say" is a hip-hop single by Kid Cudi featuring Kanye West and Common, known for its playful lyrics and prominent sample of Lady Gaga's "Poker Face."
  • 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_69c008f873a481909b4d9f7e2db3c37d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f85c8508190a0a089402b49a04f completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027f6aa1c8190b639c317c7d60f64 completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c033dc91e08190888fb6e94027fbdb completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c03460b21481908b78aa4bdc989d2c completed March 22, 2026, 6:26 p.m.
Created at: March 22, 2026, 3:34 p.m.