Triple

T22092538
Position Surface form Disambiguated ID Type / Status
Subject Grease Live E545944 entity
Predicate featuresSong P2152 FINISHED
Object Those Magic Changes
"Those Magic Changes" is a doo-wop style song from the musical Grease, known for its nostalgic 1950s rock-and-roll sound and frequent use in stage and screen adaptations.
E1518281 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: Those Magic Changes | Statement: [Grease Live, featuresSong, Those Magic Changes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Those Magic Changes
Context triple: [Grease Live, featuresSong, Those Magic Changes]
  • A. The Magic Touch
    The Magic Touch is a 1962 jazz album by pianist and composer Tadd Dameron, showcasing his sophisticated arrangements and influential bebop writing.
  • B. Something Magic
    Something Magic is a 1977 studio album by British rock band Procol Harum, known for its blend of progressive rock and symphonic elements.
  • C. The Magic
    "The Magic" is a track from Scarlet Rivera's 1977 self-titled album, showcasing her distinctive violin-driven blend of rock and folk influences.
  • D. The Magic
    The Magic is a self-help book by Rhonda Byrne that expands on the themes of The Secret by focusing on the transformative power of gratitude.
  • E. No Place for Magic
    "No Place for Magic" is a children's fantasy novel by E. D. Baker that continues the adventures of Princess Emma in a humorous, fairy-tale-inspired world.
  • 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: Those Magic Changes
Triple: [Grease Live, featuresSong, Those Magic Changes]
Generated description
"Those Magic Changes" is a doo-wop style song from the musical Grease, known for its nostalgic 1950s rock-and-roll sound and frequent use in stage and screen adaptations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Those Magic Changes
Target entity description: "Those Magic Changes" is a doo-wop style song from the musical Grease, known for its nostalgic 1950s rock-and-roll sound and frequent use in stage and screen adaptations.
  • A. The Magic Touch
    The Magic Touch is a 1962 jazz album by pianist and composer Tadd Dameron, showcasing his sophisticated arrangements and influential bebop writing.
  • B. Something Magic
    Something Magic is a 1977 studio album by British rock band Procol Harum, known for its blend of progressive rock and symphonic elements.
  • C. The Magic
    The Magic is a self-help book by Rhonda Byrne that expands on the themes of The Secret by focusing on the transformative power of gratitude.
  • D. The Magic
    "The Magic" is a track from Scarlet Rivera's 1977 self-titled album, showcasing her distinctive violin-driven blend of rock and folk influences.
  • E. No Place for Magic
    "No Place for Magic" is a children's fantasy novel by E. D. Baker that continues the adventures of Princess Emma in a humorous, fairy-tale-inspired world.
  • 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_69e11e36d03c8190a83a1ba802b7231b completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f128e6b1d881909bf0f4a52199354c completed April 28, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a879da78c819095c653a6e9dbc9e8 completed May 18, 2026, 3:29 a.m.
NEDg Description generation batch_6a0a88e654ac8190a0e77e946bd9722b completed May 18, 2026, 3:35 a.m.
NED2 Entity disambiguation (via description) batch_6a0a8966298c8190a0d0e7d2b6eacdb4 completed May 18, 2026, 3:37 a.m.
Created at: April 16, 2026, 8:29 p.m.