Triple

T8889971
Position Surface form Disambiguated ID Type / Status
Subject Glory E211637 entity
Predicate track P17929 FINISHED
Object Hard to Forget Ya
"Hard to Forget Ya" is a song by American country singer Dustin Lynch from his album "Current Mood."
E394759 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: Hard to Forget Ya | Statement: [Glory, track, Hard to Forget Ya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hard to Forget Ya
Context triple: [Glory, track, Hard to Forget Ya]
  • A. Hard to Forget
    "Hard to Forget" is a 2020 country song by Sam Hunt that blends modern production with a prominent sample of Webb Pierce’s 1953 hit "There Stands the Glass."
  • B. I Can't Forget
    "I Can't Forget" is a song by Leonard Cohen from his 1988 album "I'm Your Man," known for its wry, reflective lyrics and characteristic dark humor.
  • C. Easy to Forget You
    "Easy to Forget You" is a song that appears as the B-side to Charlotte Church's single "Crazy Chick."
  • D. Don’t Forget
    "Don’t Forget" is the 2008 pop-rock debut studio album by American singer Demi Lovato, featuring emotionally charged songs that helped launch her music career beyond her Disney Channel fame.
  • E. I’m Not Trying to Forget You
    "I’m Not Trying to Forget You" is a song by the rock band Spirit, featured on one of their studio albums.
  • 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: Hard to Forget Ya
Triple: [Glory, track, Hard to Forget Ya]
Generated description
"Hard to Forget Ya" is a song by American country singer Dustin Lynch from his album "Current Mood."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hard to Forget Ya
Target entity description: "Hard to Forget Ya" is a song by American country singer Dustin Lynch from his album "Current Mood."
  • A. Hard to Forget chosen
    "Hard to Forget" is a 2020 country song by Sam Hunt that blends modern production with a prominent sample of Webb Pierce’s 1953 hit "There Stands the Glass."
  • B. I Can't Forget
    "I Can't Forget" is a song by Leonard Cohen from his 1988 album "I'm Your Man," known for its wry, reflective lyrics and characteristic dark humor.
  • C. Easy to Forget You
    "Easy to Forget You" is a song that appears as the B-side to Charlotte Church's single "Crazy Chick."
  • D. Don’t Forget
    "Don’t Forget" is the 2008 pop-rock debut studio album by American singer Demi Lovato, featuring emotionally charged songs that helped launch her music career beyond her Disney Channel fame.
  • E. I’m Not Trying to Forget You
    "I’m Not Trying to Forget You" is a song by the rock band Spirit, featured on one of their studio albums.
  • F. None of above.

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_69ca83907954819096d52a245b635841 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc619188508190aacda410f0b4c98d completed April 1, 2026, 12:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfabe955e08190a8d61cfaa2d52731 completed April 3, 2026, noon
NEDg Description generation batch_69cfacd755f88190bfe301e84c8a5350 completed April 3, 2026, 12:04 p.m.
NED2 Entity disambiguation (via description) batch_69cfad5739448190886e8bf47623862b completed April 3, 2026, 12:06 p.m.
Created at: March 30, 2026, 6:53 p.m.