Triple

T18742999
Position Surface form Disambiguated ID Type / Status
Subject Come Tomorrow E458335 entity
Predicate track P17929 FINISHED
Object Again and Again
"Again and Again" is a song featured on the Backstreet Boys' 2019 album "DNA."
 E1339505 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: Again and Again | Statement: [Come Tomorrow, track, Again and Again]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Again and Again
Context triple: [Come Tomorrow, track, Again and Again]
  • A. Again & Again
    "Again & Again" is a song by British rock band Keane, featured on their 2008 album "Perfect Symmetry" and performed live during their Perfect Symmetry World Tour.
  • B. Again and Again and Again
    "Again and Again and Again" is a rock song by Paul McCartney and Wings from their 1979 album Back to the Egg, featuring guitarist Denny Laine on lead vocals.
  • C. All Over Again
    "All Over Again" is a soul and gospel-influenced song by Mavis Staples from her politically charged 2017 album *If All I Was Was Black*.
  • D. Once Again
    "Once Again" is a popular South Korean family drama television series that follows the lives, divorces, and personal growth of four siblings and their parents.
  • E. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • 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: Again and Again
Triple: [Come Tomorrow, track, Again and Again]
Generated description
"Again and Again" is a song featured on the Backstreet Boys' 2019 album "DNA."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Again and Again
Target entity description: "Again and Again" is a song featured on the Backstreet Boys' 2019 album "DNA."
  • A. Again & Again
    "Again & Again" is a song by British rock band Keane, featured on their 2008 album "Perfect Symmetry" and performed live during their Perfect Symmetry World Tour.
  • B. Again and Again and Again
    "Again and Again and Again" is a rock song by Paul McCartney and Wings from their 1979 album Back to the Egg, featuring guitarist Denny Laine on lead vocals.
  • C. All Over Again
    "All Over Again" is a soul and gospel-influenced song by Mavis Staples from her politically charged 2017 album *If All I Was Was Black*.
  • D. Once Again
    "Once Again" is a popular South Korean family drama television series that follows the lives, divorces, and personal growth of four siblings and their parents.
  • E. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • 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_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e57690a4d081908ab4c3890bb07e86 completed April 20, 2026, 12:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053267cf6c8190be105bc4a00d58ef completed May 14, 2026, 2:24 a.m.
NEDg Description generation batch_6a05333ba5ac81908a09a93ce00ff1a9 completed May 14, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_6a0533d4783c8190a29da50953580177 completed May 14, 2026, 2:30 a.m.
Created at: April 10, 2026, 11:51 a.m.