Triple

T10718586
Position Surface form Disambiguated ID Type / Status
Subject Twice E252751 entity
Predicate notableAlbum P4 FINISHED
Object Formula of Love: O+T=<3
"Formula of Love: O+T=<3" is a 2021 full-length studio album by South Korean girl group Twice that explores themes of love through a blend of pop, dance, and R&B tracks.
E881970 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: Formula of Love: O+T=<3 | Statement: [Twice, notableAlbum, Formula of Love: O+T=<3]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Formula of Love: O+T=<3
Context triple: [Twice, notableAlbum, Formula of Love: O+T=<3]
  • A. The Love Symbol
    The Love Symbol is the unpronounceable glyph that famously served as Prince’s stage name during the 1990s, combining elements of the male and female gender symbols into a single emblem.
  • B. Words of Love
    "Words of Love" is a song written by Buddy Holly that was covered by the Beatles on their 1964 album *Beatles for Sale*.
  • C. Love etc.
    "Love etc." is a 2009 synth-pop single by the English duo Pet Shop Boys, known for its critique of consumerism and modern relationships.
  • D. L.O.V.E.
    L.O.V.E. is a famous sculpture by Italian artist Maurizio Cattelan, depicting a giant hand with all fingers severed except the middle one, installed in Milan’s Piazza Affari.
  • E. L.O.V.E.
    L.O.V.E. is a song that has served as the basis for at least one remix version titled "L.O.V.E. (Remix)."
  • 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: Formula of Love: O+T=<3
Triple: [Twice, notableAlbum, Formula of Love: O+T=<3]
Generated description
"Formula of Love: O+T=<3" is a 2021 full-length studio album by South Korean girl group Twice that explores themes of love through a blend of pop, dance, and R&B tracks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Formula of Love: O+T=<3
Target entity description: "Formula of Love: O+T=<3" is a 2021 full-length studio album by South Korean girl group Twice that explores themes of love through a blend of pop, dance, and R&B tracks.
  • A. The Love Symbol
    The Love Symbol is the unpronounceable glyph that famously served as Prince’s stage name during the 1990s, combining elements of the male and female gender symbols into a single emblem.
  • B. Words of Love
    "Words of Love" is a song written by Buddy Holly that was covered by the Beatles on their 1964 album *Beatles for Sale*.
  • C. Love etc.
    "Love etc." is a 2009 synth-pop single by the English duo Pet Shop Boys, known for its critique of consumerism and modern relationships.
  • D. L.O.V.E.
    L.O.V.E. is a famous sculpture by Italian artist Maurizio Cattelan, depicting a giant hand with all fingers severed except the middle one, installed in Milan’s Piazza Affari.
  • E. L.O.V.E.
    L.O.V.E. is a song that has served as the basis for at least one remix version titled "L.O.V.E. (Remix)."
  • 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.