Triple

T14728040
Position Surface form Disambiguated ID Type / Status
Subject Black Panties E345993 entity
Predicate hasTrack P3284 FINISHED
Object You Deserve Better
"You Deserve Better" is a song by R&B singer R. Kelly from his 2013 studio album *Black Panties*.
 E1115321 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: You Deserve Better | Statement: [Black Panties, hasTrack, You Deserve Better]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: You Deserve Better
Context triple: [Black Panties, hasTrack, You Deserve Better]
  • A. Much Better
    "Much Better" is a pop-rock song by the Jonas Brothers featured on their 2009 album *Lines, Vines and Trying Times*.
  • B. 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.
  • C. I Deserve It
    "I Deserve It" is a song featured on Madonna's 2000 album "Music," blending acoustic elements with introspective lyrics about love and self-worth.
  • D. 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.
  • E. Better and Worse
    "Better and Worse" is a song by the band On Purpose.
  • 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: You Deserve Better
Triple: [Black Panties, hasTrack, You Deserve Better]
Generated description
"You Deserve Better" is a song by R&B singer R. Kelly from his 2013 studio album *Black Panties*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: You Deserve Better
Target entity description: "You Deserve Better" is a song by R&B singer R. Kelly from his 2013 studio album *Black Panties*.
  • A. Much Better
    "Much Better" is a pop-rock song by the Jonas Brothers featured on their 2009 album *Lines, Vines and Trying Times*.
  • B. 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.
  • C. I Deserve It
    "I Deserve It" is a song featured on Madonna's 2000 album "Music," blending acoustic elements with introspective lyrics about love and self-worth.
  • D. 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.
  • E. Better and Worse
    "Better and Worse" is a song by the band On Purpose.
  • 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_69d822e5911c8190ba589f957dbd9ba7 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec26179688190ba9f3cd045da0e2a completed April 14, 2026, 10:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf099eaf48190b89032b6ac769e67 completed May 8, 2026, 2:18 p.m.
NEDg Description generation batch_69fdf20f3f0c81909052226a1fb8f165 completed May 8, 2026, 2:24 p.m.
NED2 Entity disambiguation (via description) batch_69fdf30dab20819085589da4e869fb7e completed May 8, 2026, 2:28 p.m.
Created at: April 10, 2026, 1:29 a.m.