Triple

T7964774
Position Surface form Disambiguated ID Type / Status
Subject Mike Posner E184972 entity
Predicate notableWork P4 FINISHED
Object 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.
 E703417 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 It Used to Be | Statement: [Mike Posner, notableWork, The Way It Used to Be]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Way It Used to Be
Context triple: [Mike Posner, notableWork, The Way It Used to Be]
  • A. The Way Life Used to Be
    "The Way Life Used to Be" is a track by Snoop Dogg from his album *Doggumentary*, reflecting on nostalgia and changes over time in his life and surroundings.
  • B. Who We Used to Be
    "Who We Used to Be" is a studio album by British singer-songwriter James Blunt that continues his signature melodic pop style with reflective, emotionally driven songs.
  • C. The Way It Is
    "The Way It Is" is the 2005 debut studio album by American R&B singer Keyshia Cole, featuring emotionally driven songs about love, heartbreak, and personal struggle.
  • D. Old & In the Way
    Old & In the Way was a 1970s American bluegrass supergroup known for popularizing progressive bluegrass through its virtuosic playing and influential live recordings.
  • E. A Way Back In
    A Way Back In is a film associated with American producer and makeup artist Kimber Lynn Eastwood, reflecting her work in the entertainment industry.
  • 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 It Used to Be
Triple: [Mike Posner, notableWork, The Way It Used to Be]
Generated description
"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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Way It Used to Be
Target entity description: "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.
  • A. The Way Life Used to Be
    "The Way Life Used to Be" is a track by Snoop Dogg from his album *Doggumentary*, reflecting on nostalgia and changes over time in his life and surroundings.
  • B. Who We Used to Be
    "Who We Used to Be" is a studio album by British singer-songwriter James Blunt that continues his signature melodic pop style with reflective, emotionally driven songs.
  • C. The Way It Is
    "The Way It Is" is the 2005 debut studio album by American R&B singer Keyshia Cole, featuring emotionally driven songs about love, heartbreak, and personal struggle.
  • D. Old & In the Way
    Old & In the Way was a 1970s American bluegrass supergroup known for popularizing progressive bluegrass through its virtuosic playing and influential live recordings.
  • E. A Way Back In
    A Way Back In is a film associated with American producer and makeup artist Kimber Lynn Eastwood, reflecting her work in the entertainment industry.
  • 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_69ca8293a2388190aace944d7ed9c0c0 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3ba0da588190853dda68bba0755a completed March 31, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe093f00881909317eb4dd4fa1393 completed March 31, 2026, 2:56 p.m.
NEDg Description generation batch_69cbe43b20148190ba9a4dd00a9f5862 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc3307ebd481908c1ec4b0be270a77 completed March 31, 2026, 8:48 p.m.
Created at: March 30, 2026, 5:12 p.m.