Triple

T9519885
Position Surface form Disambiguated ID Type / Status
Subject Wings at the Speed of Sound E229618 entity
Predicate hasTrack P3284 FINISHED
Object Must Do Something About It
"Must Do Something About It" is a song by Paul McCartney and Wings from their 1976 album *Wings at the Speed of Sound*.
E804477 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 Do Something About It | Statement: [Wings at the Speed of Sound, hasTrack, Must Do Something About It]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Must Do Something About It
Context triple: [Wings at the Speed of Sound, hasTrack, Must Do Something About It]
  • A. We Need a Resolution
    "We Need a Resolution" is a dark, futuristic R&B single by Aaliyah, produced by Timbaland, known for its intricate beats, eerie atmosphere, and themes of communication breakdown in relationships.
  • B. Do It
    "Do It" is a 2020 R&B single by sister duo Chloe x Halle that became one of their breakout hits, praised for its smooth harmonies, sleek production, and empowering, feel-good vibe.
  • C. What Really Matters
    "What Really Matters" is a non-fiction book by journalist and author Tony Schwartz that explores the rise of the human potential movement and the search for meaning and fulfillment in modern life.
  • D. Start Now! You Can Make a Difference
    "Start Now! You Can Make a Difference" is a nonfiction book by Chelsea Clinton that encourages and guides young people to engage in activism and social change on issues they care about.
  • E. Shouldn’t Matter but It Does
    "Shouldn’t Matter but It Does" is a reflective, melancholic pop-rock song by John Mayer from his album *Sob Rock*, exploring lingering emotional attachment after a relationship ends.
  • 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 Do Something About It
Triple: [Wings at the Speed of Sound, hasTrack, Must Do Something About It]
Generated description
"Must Do Something About It" is a song by Paul McCartney and Wings from their 1976 album *Wings at the Speed of Sound*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Must Do Something About It
Target entity description: "Must Do Something About It" is a song by Paul McCartney and Wings from their 1976 album *Wings at the Speed of Sound*.
  • A. We Need a Resolution
    "We Need a Resolution" is a dark, futuristic R&B single by Aaliyah, produced by Timbaland, known for its intricate beats, eerie atmosphere, and themes of communication breakdown in relationships.
  • B. Do It
    "Do It" is a 2020 R&B single by sister duo Chloe x Halle that became one of their breakout hits, praised for its smooth harmonies, sleek production, and empowering, feel-good vibe.
  • C. What Really Matters
    "What Really Matters" is a non-fiction book by journalist and author Tony Schwartz that explores the rise of the human potential movement and the search for meaning and fulfillment in modern life.
  • D. Start Now! You Can Make a Difference
    "Start Now! You Can Make a Difference" is a nonfiction book by Chelsea Clinton that encourages and guides young people to engage in activism and social change on issues they care about.
  • E. Shouldn’t Matter but It Does
    "Shouldn’t Matter but It Does" is a reflective, melancholic pop-rock song by John Mayer from his album *Sob Rock*, exploring lingering emotional attachment after a relationship ends.
  • 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_69ca847870a881909d8d751a7d29da39 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9883c5c48190a6583921afe9730a completed April 1, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69d13a56da2481909873c8d567b3fd5f completed April 4, 2026, 4:20 p.m.
NEDg Description generation batch_69d13b1a07cc8190a3e3f554f81b2ab2 completed April 4, 2026, 4:23 p.m.
NED2 Entity disambiguation (via description) batch_69d13f0eed008190b43e7c7f998188b7 completed April 4, 2026, 4:40 p.m.
Created at: March 30, 2026, 7:59 p.m.