Triple

T1501909
Position Surface form Disambiguated ID Type / Status
Subject Katy Perry E33814 entity
Predicate notableWork P4 FINISHED
Object Never Really Over
"Never Really Over" is a 2019 electropop single by American singer Katy Perry that explores the lingering emotions of a past relationship.
 E171176 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: Never Really Over | Statement: [Katy Perry, notableWork, Never Really Over]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Never Really Over
Context triple: [Katy Perry, notableWork, Never Really Over]
  • A. Almost Over You
    "Almost Over You" is a 1983 soft rock ballad by Scottish singer Sheena Easton about heartbreak and the struggle to move on from a past relationship.
  • B. Over and Over
    "Over and Over" is a 2004 country-rap crossover single by American rapper Nelly featuring Tim McGraw that became a major international hit.
  • C. How I Got Over
    How I Got Over is a critically acclaimed 2010 studio album by hip hop band The Roots that blends socially conscious lyrics with soulful, experimental production.
  • D. If It's Over
    "If It's Over" is a soulful ballad by Mariah Carey, co-written with Carole King, known for its powerful vocals and emotional depth.
  • E. We Never Sleep
    "We Never Sleep" is the famous motto of the Pinkerton National Detective Agency, emphasizing its constant vigilance and round-the-clock investigative work.
  • 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: Never Really Over
Triple: [Katy Perry, notableWork, Never Really Over]
Generated description
"Never Really Over" is a 2019 electropop single by American singer Katy Perry that explores the lingering emotions of a past relationship.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Never Really Over
Target entity description: "Never Really Over" is a 2019 electropop single by American singer Katy Perry that explores the lingering emotions of a past relationship.
  • A. Almost Over You
    "Almost Over You" is a 1983 soft rock ballad by Scottish singer Sheena Easton about heartbreak and the struggle to move on from a past relationship.
  • B. Over and Over
    "Over and Over" is a 2004 country-rap crossover single by American rapper Nelly featuring Tim McGraw that became a major international hit.
  • C. How I Got Over
    How I Got Over is a critically acclaimed 2010 studio album by hip hop band The Roots that blends socially conscious lyrics with soulful, experimental production.
  • D. If It's Over
    "If It's Over" is a soulful ballad by Mariah Carey, co-written with Carole King, known for its powerful vocals and emotional depth.
  • E. We Never Sleep
    "We Never Sleep" is the famous motto of the Pinkerton National Detective Agency, emphasizing its constant vigilance and round-the-clock investigative work.
  • 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_69a885f352a4819099b24ff15489dede completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a8872e41848190b35b37f32aef784f completed March 4, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad1cb3c5908190b3d5fe7a4dcaa234 completed March 8, 2026, 6:52 a.m.
NEDg Description generation batch_69ad202409bc81908733c966b6a64a37 completed March 8, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69ad207aa360819089bd06f9aa0ee86f completed March 8, 2026, 7:08 a.m.
Created at: March 4, 2026, 7:24 p.m.