Triple

T14660110
Position Surface form Disambiguated ID Type / Status
Subject Shawn Mendes E344214 entity
Predicate notableWork P4 FINISHED
Object Treat You Better
"Treat You Better" is a 2016 pop song by Canadian singer-songwriter Shawn Mendes, known for its emotive lyrics about a troubled relationship and its commercial success worldwide.
E1112329 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: Treat You Better | Statement: [Shawn Mendes, notableWork, Treat You Better]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Treat You Better
Context triple: [Shawn Mendes, notableWork, Treat You Better]
  • A. Treat Myself
    Treat Myself is a pop album by American singer-songwriter Meghan Trainor that blends upbeat, self-empowerment anthems with contemporary production.
  • B. Soon You’ll Get Better
    "Soon You’ll Get Better" is a deeply emotional ballad by Taylor Swift featuring the Chicks, reflecting on her mother's battle with cancer and themes of fear, hope, and vulnerability.
  • C. A Better Love
    "A Better Love" is a 1991 dance-pop single by British group Londonbeat, known as the follow-up hit to their chart-topping song "I've Been Thinking About You."
  • D. A Better You
    A Better You is a 2014 American comedy film, co-written by and starring Matt Walsh, about a hypnotherapist whose life and practice spiral into absurdity.
  • E. Kiss It Better
    "Kiss It Better" is a sultry, guitar-driven R&B ballad by Rihanna from her album *Anti*, noted for its nostalgic rock influences and emotionally charged vocals.
  • 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: Treat You Better
Triple: [Shawn Mendes, notableWork, Treat You Better]
Generated description
"Treat You Better" is a 2016 pop song by Canadian singer-songwriter Shawn Mendes, known for its emotive lyrics about a troubled relationship and its commercial success worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Treat You Better
Target entity description: "Treat You Better" is a 2016 pop song by Canadian singer-songwriter Shawn Mendes, known for its emotive lyrics about a troubled relationship and its commercial success worldwide.
  • A. Treat Myself
    Treat Myself is a pop album by American singer-songwriter Meghan Trainor that blends upbeat, self-empowerment anthems with contemporary production.
  • B. Soon You’ll Get Better
    "Soon You’ll Get Better" is a deeply emotional ballad by Taylor Swift featuring the Chicks, reflecting on her mother's battle with cancer and themes of fear, hope, and vulnerability.
  • C. A Better Love
    "A Better Love" is a 1991 dance-pop single by British group Londonbeat, known as the follow-up hit to their chart-topping song "I've Been Thinking About You."
  • D. A Better You
    A Better You is a 2014 American comedy film, co-written by and starring Matt Walsh, about a hypnotherapist whose life and practice spiral into absurdity.
  • E. Kiss It Better
    "Kiss It Better" is a sultry, guitar-driven R&B ballad by Rihanna from her album *Anti*, noted for its nostalgic rock influences and emotionally charged vocals.
  • 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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb51c84448190a1f5fa9ab8a1e2c4 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5e28f848190a3d686bc11336601 completed May 8, 2026, 12:24 p.m.
NEDg Description generation batch_69fdd65a6c24819088fb18ffcdfe6404 completed May 8, 2026, 12:26 p.m.
NED2 Entity disambiguation (via description) batch_69fdd6f172288190ba7097518b1a971e completed May 8, 2026, 12:28 p.m.
Created at: April 10, 2026, 1:27 a.m.