Triple

T10301357
Position Surface form Disambiguated ID Type / Status
Subject LeToya Luckett E241636 entity
Predicate notableSong P4 FINISHED
Object Obvious
"Obvious" is an R&B song by American singer LeToya Luckett, featured on her debut solo album and recognized as one of her notable tracks.
 E856488 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: Obvious | Statement: [LeToya Luckett, notableSong, Obvious]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Obvious
Context triple: [LeToya Luckett, notableSong, Obvious]
  • A. Obviously
    "Obviously" is a 2021 studio album by American band Lake Street Dive that blends soul, pop, and jazz influences with socially conscious and introspective lyrics.
  • B. So Obvious
    "So Obvious" is a hip-hop track by Pusha T featured on his 2011 mixtape/EP *Fear of God II: Let Us Pray*.
  • C. It Must Be Obvious
    "It Must Be Obvious" is a song by the English synth-pop duo Pet Shop Boys, originally released as the B-side to their 1990 single "So Hard."
  • D. So Simple
    "So Simple" is a song by American singer-songwriter Alicia Keys from her album "The Diary of Alicia Keys."
  • E. Too Easy
    "Too Easy" is a song by Kanye West featured on his album "Donda 2."
  • 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: Obvious
Triple: [LeToya Luckett, notableSong, Obvious]
Generated description
"Obvious" is an R&B song by American singer LeToya Luckett, featured on her debut solo album and recognized as one of her notable tracks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Obvious
Target entity description: "Obvious" is an R&B song by American singer LeToya Luckett, featured on her debut solo album and recognized as one of her notable tracks.
  • A. Obviously
    "Obviously" is a 2021 studio album by American band Lake Street Dive that blends soul, pop, and jazz influences with socially conscious and introspective lyrics.
  • B. So Obvious
    "So Obvious" is a hip-hop track by Pusha T featured on his 2011 mixtape/EP *Fear of God II: Let Us Pray*.
  • C. It Must Be Obvious
    "It Must Be Obvious" is a song by the English synth-pop duo Pet Shop Boys, originally released as the B-side to their 1990 single "So Hard."
  • D. So Simple
    "So Simple" is a song by American singer-songwriter Alicia Keys from her album "The Diary of Alicia Keys."
  • E. Too Easy
    "Too Easy" is a song by Kanye West featured on his album "Donda 2."
  • 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_69d381aaafc08190af475ef58dc16aba completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d30716d8819085e25a78e6af3b9d completed April 7, 2026, 9:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69d71d47049c81909b60058c36042f71 completed April 9, 2026, 3:30 a.m.
NEDg Description generation batch_69d7318402f08190b655bdddbd97ecb9 completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d734473ef48190852dbe48742a4273 completed April 9, 2026, 5:08 a.m.
Created at: April 6, 2026, 11:44 a.m.