Triple

T8483512
Position Surface form Disambiguated ID Type / Status
Subject Good Grief E200773 entity
Predicate hasTrack P3284 FINISHED
Object Better Look Back (Demo)
"Better Look Back (Demo)" is a demo version of the song "Better Look Back" by the band Good Grief.
 E736244 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: Better Look Back (Demo) | Statement: [Good Grief, hasTrack, Better Look Back (Demo)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Better Look Back (Demo)
Context triple: [Good Grief, hasTrack, Better Look Back (Demo)]
  • A. Back to Basics (album)
    Back to Basics is a 2006 double-disc concept album by Christina Aguilera that blends pop and R&B with jazz, soul, and blues influences inspired by the music of the 1920s–1940s.
  • B. Back to Love
    "Back to Love" is a song featured on John Legend's album "All of Me."
  • C. Back to Love
    Back to Love is a soulful R&B album by American singer Anthony Hamilton that showcases his rich vocals and heartfelt, contemporary soul sound.
  • D. Drive Back
    Drive Back is a song featured on the soundtrack of the 2006 racing video game "Zuma."
  • E. Sure Looks Good to Me
    "Sure Looks Good to Me" is a soulful, introspective song by Alicia Keys that closes her 2007 album *As I Am* with themes of resilience and self-belief.
  • 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: Better Look Back (Demo)
Triple: [Good Grief, hasTrack, Better Look Back (Demo)]
Generated description
"Better Look Back (Demo)" is a demo version of the song "Better Look Back" by the band Good Grief.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Better Look Back (Demo)
Target entity description: "Better Look Back (Demo)" is a demo version of the song "Better Look Back" by the band Good Grief.
  • A. Back to Basics (album)
    Back to Basics is a 2006 double-disc concept album by Christina Aguilera that blends pop and R&B with jazz, soul, and blues influences inspired by the music of the 1920s–1940s.
  • B. Back to Love
    "Back to Love" is a song featured on John Legend's album "All of Me."
  • C. Back to Love
    Back to Love is a soulful R&B album by American singer Anthony Hamilton that showcases his rich vocals and heartfelt, contemporary soul sound.
  • D. Drive Back
    Drive Back is a song featured on the soundtrack of the 2006 racing video game "Zuma."
  • E. Sure Looks Good to Me
    "Sure Looks Good to Me" is a soulful, introspective song by Alicia Keys that closes her 2007 album *As I Am* with themes of resilience and self-belief.
  • 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_69ca831d7b148190a6e32c1de43ab13b completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe53845e881909eeb32863c7aa942 completed March 31, 2026, 3:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a348a8481908a72c7ac15605022 completed April 2, 2026, 9:43 a.m.
NEDg Description generation batch_69ce3b56c3d881909468c3304e84cdb8 completed April 2, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69ce3c2579a08190af15d40d4bf7bb9f completed April 2, 2026, 9:51 a.m.
Created at: March 30, 2026, 6:12 p.m.