Triple

T22389991
Position Surface form Disambiguated ID Type / Status
Subject Turnaround E553487 entity
Predicate includesTrack P3284 FINISHED
Object Hey Whatever
"Hey Whatever" is a song by the Irish boy band Westlife, released in 2003 as a pop single from their album "Turnaround."
 E1534557 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: Hey Whatever | Statement: [Turnaround, includesTrack, Hey Whatever]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hey Whatever
Context triple: [Turnaround, includesTrack, Hey Whatever]
  • A. Yessir Whatever
    Yessir Whatever is a compilation album by Quasimoto (Madlib’s alter ego) that collects rare and unreleased tracks showcasing his off-kilter, psychedelic hip-hop style.
  • B. But Anyway
    "But Anyway" is a popular early single by American rock band Blues Traveler that helped establish their jam-band style and gain wider recognition.
  • C. Hey What
    Hey What is a 2021 studio album by the American indie rock band Low, noted for its experimental, distortion-heavy sound and emotional intensity.
  • D. Take Whatever You Want
    "Take Whatever You Want" is the debut studio album by American singer-songwriter Emily Estefan, showcasing her blend of soul, R&B, and Latin-influenced pop.
  • E. Now What
    "Now What" is the second studio album by American singer-songwriter Lisa Marie Presley, showcasing her rock-influenced sound and personal, introspective lyrics.
  • 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: Hey Whatever
Triple: [Turnaround, includesTrack, Hey Whatever]
Generated description
"Hey Whatever" is a song by the Irish boy band Westlife, released in 2003 as a pop single from their album "Turnaround."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hey Whatever
Target entity description: "Hey Whatever" is a song by the Irish boy band Westlife, released in 2003 as a pop single from their album "Turnaround."
  • A. Yessir Whatever
    Yessir Whatever is a compilation album by Quasimoto (Madlib’s alter ego) that collects rare and unreleased tracks showcasing his off-kilter, psychedelic hip-hop style.
  • B. But Anyway
    "But Anyway" is a popular early single by American rock band Blues Traveler that helped establish their jam-band style and gain wider recognition.
  • C. Hey What
    Hey What is a 2021 studio album by the American indie rock band Low, noted for its experimental, distortion-heavy sound and emotional intensity.
  • D. Take Whatever You Want
    "Take Whatever You Want" is the debut studio album by American singer-songwriter Emily Estefan, showcasing her blend of soul, R&B, and Latin-influenced pop.
  • E. Now What
    "Now What" is the second studio album by American singer-songwriter Lisa Marie Presley, showcasing her rock-influenced sound and personal, introspective lyrics.
  • 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_69e11e4cf87c8190a1ff474daec326b7 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15859853c8190b849cb34a94106da completed April 29, 2026, 1:01 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ae9c00c4c819093f9eb6b95964a6a completed May 18, 2026, 10:28 a.m.
NEDg Description generation batch_6a0aead9d9cc8190ba7445bb8707ccf4 completed May 18, 2026, 10:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0aeb6252248190a7cb0df06afd4db2 completed May 18, 2026, 10:35 a.m.
Created at: April 16, 2026, 8:45 p.m.