Triple

T10718441
Position Surface form Disambiguated ID Type / Status
Subject Teddy Geiger E252747 entity
Predicate notableWork P4 FINISHED
Object Treat You Better (as songwriter)
Treat You Better (as songwriter) is a hit pop song, best known as a Shawn Mendes single, co-written by Teddy Geiger and recognized for its catchy melody and emotionally charged lyrics.
E881944 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 (as songwriter) | Statement: [Teddy Geiger, notableWork, Treat You Better (as songwriter)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Treat You Better (as songwriter)
Context triple: [Teddy Geiger, notableWork, Treat You Better (as songwriter)]
  • 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. "Treat Me"
    "Treat Me" is a confident, R&B-infused pop single by American singer Chloe Bailey that showcases her powerful vocals and themes of self-worth and independence.
  • E. Better Than Being You
    "Better Than Being You" is a punk rock song by Marky Ramone and the Intruders, showcasing the fast, melodic style associated with the former Ramones drummer.
  • F. None of above.
  • 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 (as songwriter)
Triple: [Teddy Geiger, notableWork, Treat You Better (as songwriter)]
Generated description
Treat You Better (as songwriter) is a hit pop song, best known as a Shawn Mendes single, co-written by Teddy Geiger and recognized for its catchy melody and emotionally charged lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Treat You Better (as songwriter)
Target entity description: Treat You Better (as songwriter) is a hit pop song, best known as a Shawn Mendes single, co-written by Teddy Geiger and recognized for its catchy melody and emotionally charged lyrics.
  • 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. "Treat Me"
    "Treat Me" is a confident, R&B-infused pop single by American singer Chloe Bailey that showcases her powerful vocals and themes of self-worth and independence.
  • E. Better Than Being You
    "Better Than Being You" is a punk rock song by Marky Ramone and the Intruders, showcasing the fast, melodic style associated with the former Ramones drummer.
  • 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_69d6aa5d8be481909a43218b2bfdbe95 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6ff36558c81908682adbe7b5dce05 completed April 9, 2026, 1:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69dbb71dd6f88190beb99ca75914fb09 completed April 12, 2026, 3:15 p.m.
NEDg Description generation batch_69dbbbe3d9dc819088f85d41ef66ab29 completed April 12, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69dbc58a5ef481908e67fff6686fb506 completed April 12, 2026, 4:17 p.m.
Created at: April 8, 2026, 9:13 p.m.