Triple

T13072896
Position Surface form Disambiguated ID Type / Status
Subject Doo-Wops & Hooligans E329497 entity
Predicate precededBy P97 FINISHED
Object It’s Better If You Don’t Understand
It’s Better If You Don’t Understand is an early EP by Bruno Mars that helped introduce his pop and R&B style before the release of his debut studio album.
 E1021024 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’s Better If You Don’t Understand | Statement: [Doo-Wops & Hooligans, precededBy, It’s Better If You Don’t Understand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: It’s Better If You Don’t Understand
Context triple: [Doo-Wops & Hooligans, precededBy, It’s Better If You Don’t Understand]
  • A. It Doesn’t Have to Make Sense
    "It Doesn’t Have to Make Sense" is a studio album by American singer-songwriter Ingrid Michaelson, known for its introspective indie-pop songs that explore themes of grief, love, and resilience.
  • B. Things I Don’t Understand
    "Things I Don’t Understand" is a lesser-known Coldplay song released as a B-side, noted for its reflective lyrics and atmospheric, melodic style.
  • C. The Less I Know the Better
    "The Less I Know the Better" is a psychedelic pop/rock song by Tame Impala, widely recognized for its dreamy production, distinctive bassline, and portrayal of romantic jealousy.
  • D. Better and Worse
    "Better and Worse" is a song by the band On Purpose.
  • E. I Think I Understand
    "I Think I Understand" is a song by the Canadian indie rock band Clouds.
  • 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’s Better If You Don’t Understand
Triple: [Doo-Wops & Hooligans, precededBy, It’s Better If You Don’t Understand]
Generated description
It’s Better If You Don’t Understand is an early EP by Bruno Mars that helped introduce his pop and R&B style before the release of his debut studio album.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: It’s Better If You Don’t Understand
Target entity description: It’s Better If You Don’t Understand is an early EP by Bruno Mars that helped introduce his pop and R&B style before the release of his debut studio album.
  • A. It Doesn’t Have to Make Sense
    "It Doesn’t Have to Make Sense" is a studio album by American singer-songwriter Ingrid Michaelson, known for its introspective indie-pop songs that explore themes of grief, love, and resilience.
  • B. Things I Don’t Understand
    "Things I Don’t Understand" is a lesser-known Coldplay song released as a B-side, noted for its reflective lyrics and atmospheric, melodic style.
  • C. The Less I Know the Better
    "The Less I Know the Better" is a psychedelic pop/rock song by Tame Impala, widely recognized for its dreamy production, distinctive bassline, and portrayal of romantic jealousy.
  • D. Better and Worse
    "Better and Worse" is a song by the band On Purpose.
  • E. I Think I Understand
    "I Think I Understand" is a song by the Canadian indie rock band Clouds.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d981160e388190bab942a2ded2903e completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d606ac6481908d18a288d5eed472 completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6dae595908190b27980e48514cda5 completed May 3, 2026, 5:19 a.m.
NED2 Entity disambiguation (via description) batch_69f6db8f68a4819091d8e67d9c8eec81 completed May 3, 2026, 5:22 a.m.
Created at: April 9, 2026, 9 p.m.