Triple

T14327650
Position Surface form Disambiguated ID Type / Status
Subject Queens of the Stone Age E355253 entity
Predicate notableSong P4 FINISHED
Object The Way You Used to Do
"The Way You Used to Do" is a hard-rocking, swing-infused single by Queens of the Stone Age, known for its danceable groove and appearance on their 2017 album "Villains."
E1094283 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: The Way You Used to Do | Statement: [Queens of the Stone Age, notableSong, The Way You Used to Do]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Way You Used to Do
Context triple: [Queens of the Stone Age, notableSong, The Way You Used to Do]
  • A. The Way It Used to Be
    "The Way It Used to Be" is a pop song by American singer-songwriter Mike Posner that reflects on nostalgia and the emotional aftermath of a past relationship.
  • B. Love the Way We Used To
    "Love the Way We Used To" is a song featured on John Legend’s album *All of Me*.
  • C. The Way You Do the Things You Do
    "The Way You Do the Things You Do" is a 1964 Motown hit single by The Temptations, celebrated as one of their breakthrough songs and a classic of the soul genre.
  • D. The Way It Was
    "The Way It Was" is a song by American rock band The Killers from their 2012 album "Battle Born."
  • E. Like the Way I Do
    "Like the Way I Do" is a passionate rock song by American singer-songwriter Melissa Etheridge, known for its raw vocal intensity and emotionally charged live performances.
  • 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: The Way You Used to Do
Triple: [Queens of the Stone Age, notableSong, The Way You Used to Do]
Generated description
"The Way You Used to Do" is a hard-rocking, swing-infused single by Queens of the Stone Age, known for its danceable groove and appearance on their 2017 album "Villains."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Way You Used to Do
Target entity description: "The Way You Used to Do" is a hard-rocking, swing-infused single by Queens of the Stone Age, known for its danceable groove and appearance on their 2017 album "Villains."
  • A. The Way It Used to Be
    "The Way It Used to Be" is a pop song by American singer-songwriter Mike Posner that reflects on nostalgia and the emotional aftermath of a past relationship.
  • B. Love the Way We Used To
    "Love the Way We Used To" is a song featured on John Legend’s album *All of Me*.
  • C. The Way You Do the Things You Do
    "The Way You Do the Things You Do" is a 1964 Motown hit single by The Temptations, celebrated as one of their breakthrough songs and a classic of the soul genre.
  • D. The Way It Was
    "The Way It Was" is a song by American rock band The Killers from their 2012 album "Battle Born."
  • E. Like the Way I Do
    "Like the Way I Do" is a passionate rock song by American singer-songwriter Melissa Etheridge, known for its raw vocal intensity and emotionally charged live performances.
  • 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_69d8278fa2108190bc0d0e7939c1eb03 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8c1c3e70819084b6728ac5c18561 completed April 14, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd46927af48190b91095d852fcacbe completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd47fa764c8190b1d691f5847b7a05 completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd492226888190a014b23e506ab19c completed May 8, 2026, 2:23 a.m.
Created at: April 10, 2026, 1:13 a.m.