Triple

T18270410
Position Surface form Disambiguated ID Type / Status
Subject Richard Marx E437593 entity
Predicate notableWork P4 FINISHED
Object Should’ve Known Better
"Should’ve Known Better" is a 1987 pop-rock single by American singer-songwriter Richard Marx that became one of his early chart-topping hits.
 E1315796 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: Should’ve Known Better | Statement: [Richard Marx, notableWork, Should’ve Known Better]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Should’ve Known Better
Context triple: [Richard Marx, notableWork, Should’ve Known Better]
  • A. Should Have Known Better
    "Should Have Known Better" is a song featured on the album "Welcome to the Freakshow" by the American rock band Hinder.
  • B. Shoulda Known Better
    "Shoulda Known Better" is a song featured on the album "Unbreakable."
  • C. U Should've Known Better
    "U Should've Known Better" is a song featured on the album "After the Storm."
  • D. I Should Have Known Better
    "I Should Have Known Better" is an upbeat pop song by the Beatles, written primarily by John Lennon and featured in their 1964 film and album "A Hard Day's Night."
  • E. You Should Know Better
    "You Should Know Better" is a song by Czech footballer-turned-musician Patrik Berger, showcasing his work beyond his sports career.
  • 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: Should’ve Known Better
Triple: [Richard Marx, notableWork, Should’ve Known Better]
Generated description
"Should’ve Known Better" is a 1987 pop-rock single by American singer-songwriter Richard Marx that became one of his early chart-topping hits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Should’ve Known Better
Target entity description: "Should’ve Known Better" is a 1987 pop-rock single by American singer-songwriter Richard Marx that became one of his early chart-topping hits.
  • A. Should Have Known Better
    "Should Have Known Better" is a song featured on the album "Welcome to the Freakshow" by the American rock band Hinder.
  • B. Shoulda Known Better
    "Shoulda Known Better" is a song featured on the album "Unbreakable."
  • C. U Should've Known Better
    "U Should've Known Better" is a song featured on the album "After the Storm."
  • D. I Should Have Known Better
    "I Should Have Known Better" is an upbeat pop song by the Beatles, written primarily by John Lennon and featured in their 1964 film and album "A Hard Day's Night."
  • E. You Should Know Better
    "You Should Know Better" is a song by Czech footballer-turned-musician Patrik Berger, showcasing his work beyond his sports career.
  • 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_69d8b913351c8190932b6a426de04b41 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4ff7d4f88819084123ed6c9e7e5b8 completed April 19, 2026, 4:14 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b3f89bcc819094a7155b89ec206e completed May 12, 2026, 11:12 p.m.
NEDg Description generation batch_6a03b4c841f881908a080734b1e19d09 completed May 12, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_6a03b5470d408190ae676062f2855508 completed May 12, 2026, 11:18 p.m.
Created at: April 10, 2026, 10:34 a.m.