Triple

T14327575
Position Surface form Disambiguated ID Type / Status
Subject David Gray E355252 entity
Predicate notableWork P4 FINISHED
Object Please Forgive Me
"Please Forgive Me" is a song by British singer-songwriter David Gray, known for its introspective lyrics and emotive acoustic style.
 E1094261 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: Please Forgive Me | Statement: [David Gray, notableWork, Please Forgive Me]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Please Forgive Me
Context triple: [David Gray, notableWork, Please Forgive Me]
  • A. Please Forgive Me
    "Please Forgive Me" is a 1993 power ballad by Canadian rock singer Bryan Adams, known for its emotional lyrics and soaring vocal performance.
  • B. All Is Forgiven
    "All Is Forgiven" is a track from Jim James's debut solo album "Regions of Light and Sound of God," blending soulful vocals with atmospheric, experimental rock elements.
  • C. I Know This Much Is True
    I Know This Much Is True is an HBO limited drama series based on Wally Lamb’s novel, starring Mark Ruffalo in dual roles as twin brothers navigating family trauma and mental illness.
  • D. Can You Ever Forgive Me?
    Can You Ever Forgive Me? is a 2018 biographical crime drama film, based on writer Lee Israel’s memoir, that follows her descent into literary forgery and features acclaimed performances by Melissa McCarthy and Richard E. Grant.
  • E. The Innocent Man
    The Innocent Man is a legal thriller novel by John Grisham that follows a man wrongfully convicted of murder and the efforts to prove his innocence.
  • 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: Please Forgive Me
Triple: [David Gray, notableWork, Please Forgive Me]
Generated description
"Please Forgive Me" is a song by British singer-songwriter David Gray, known for its introspective lyrics and emotive acoustic style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Please Forgive Me
Target entity description: "Please Forgive Me" is a song by British singer-songwriter David Gray, known for its introspective lyrics and emotive acoustic style.
  • A. Please Forgive Me
    "Please Forgive Me" is a 1993 power ballad by Canadian rock singer Bryan Adams, known for its emotional lyrics and soaring vocal performance.
  • B. All Is Forgiven
    "All Is Forgiven" is a track from Jim James's debut solo album "Regions of Light and Sound of God," blending soulful vocals with atmospheric, experimental rock elements.
  • C. I Know This Much Is True
    I Know This Much Is True is an HBO limited drama series based on Wally Lamb’s novel, starring Mark Ruffalo in dual roles as twin brothers navigating family trauma and mental illness.
  • D. Can You Ever Forgive Me?
    Can You Ever Forgive Me? is a 2018 biographical crime drama film, based on writer Lee Israel’s memoir, that follows her descent into literary forgery and features acclaimed performances by Melissa McCarthy and Richard E. Grant.
  • E. The Innocent Man
    The Innocent Man is a legal thriller novel by John Grisham that follows a man wrongfully convicted of murder and the efforts to prove his innocence.
  • 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.