Triple

T15405274
Position Surface form Disambiguated ID Type / Status
Subject Christina Grimmie E368435 entity
Predicate notableSong P4 FINISHED
Object Must Be Love
"Must Be Love" is a pop single by American singer Christina Grimmie that showcases her powerful vocals and emotive style.
E1155110 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: Must Be Love | Statement: [Christina Grimmie, notableSong, Must Be Love]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Must Be Love
Context triple: [Christina Grimmie, notableSong, Must Be Love]
  • A. It Must Be Love
    "It Must Be Love" is a popular romantic pop song best known for its hit 1981 cover version by the British ska band Madness.
  • B. Be Be Your Love
    "Be Be Your Love" is a soulful, piano-driven ballad by singer-songwriter Rachael Yamagata, known for its emotional lyrics and intimate vocal delivery.
  • C. To Be Loved
    "To Be Loved" is a soulful ballad by English singer-songwriter Adele from her 2021 album "30," noted for its raw vocals and emotionally intense reflection on love and self-growth.
  • D. To Be Loved
    "To Be Loved" is a classic 1957 soul and R&B ballad by Jackie Wilson that became one of his signature hits and has been widely covered over the decades.
  • E. Should Be Loved
    "Should Be Loved" is a song by the American rock band Blue October from their album "Approaching Normal."
  • 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: Must Be Love
Triple: [Christina Grimmie, notableSong, Must Be Love]
Generated description
"Must Be Love" is a pop single by American singer Christina Grimmie that showcases her powerful vocals and emotive style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Must Be Love
Target entity description: "Must Be Love" is a pop single by American singer Christina Grimmie that showcases her powerful vocals and emotive style.
  • A. It Must Be Love
    "It Must Be Love" is a popular romantic pop song best known for its hit 1981 cover version by the British ska band Madness.
  • B. Be Be Your Love
    "Be Be Your Love" is a soulful, piano-driven ballad by singer-songwriter Rachael Yamagata, known for its emotional lyrics and intimate vocal delivery.
  • C. To Be Loved
    "To Be Loved" is a soulful ballad by English singer-songwriter Adele from her 2021 album "30," noted for its raw vocals and emotionally intense reflection on love and self-growth.
  • D. To Be Loved
    "To Be Loved" is a classic 1957 soul and R&B ballad by Jackie Wilson that became one of his signature hits and has been widely covered over the decades.
  • E. Should Be Loved
    "Should Be Loved" is a song by the American rock band Blue October from their album "Approaching Normal."
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e8fde64819082ec0c68df305561 completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff135a26f08190ad3fc1d5a263a24e completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff144af00481909191a2d33874c195 completed May 9, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_69ff15ae7c9c81909fd0894e48e5b5b1 completed May 9, 2026, 11:08 a.m.
Created at: April 10, 2026, 3:20 a.m.