Triple

T21430009
Position Surface form Disambiguated ID Type / Status
Subject James Arthur E528657 entity
Predicate album P1995 FINISHED
Object Back from the Edge
Back from the Edge is the second studio album by British singer-songwriter James Arthur, featuring a blend of pop, soul, and R&B that helped relaunch his career after earlier controversies.
 E1483911 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: Back from the Edge | Statement: [James Arthur, album, Back from the Edge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Back from the Edge
Context triple: [James Arthur, album, Back from the Edge]
  • A. Back from the Edge
    Back from the Edge is a song featured on Lord Huron’s concept album Vide Noir, contributing to its atmospheric, narrative-driven indie rock soundscape.
  • B. Living on the Edge
    "Living on the Edge" is a rock song co-written and produced by hitmaker Desmond Child, best known for its socially conscious lyrics and association with Aerosmith.
  • C. On the Edge
    "On the Edge" is a work by British science popularizer and broadcaster Adam Hart-Davis, likely exploring scientific or historical topics in his accessible, engaging style.
  • D. On the Edge
    On the Edge is an Irish drama film directed by John Carney that follows a troubled young man who is sent to a psychiatric clinic after a suicide attempt.
  • E. Over the Edge
    "Over the Edge" is a song by the American punk rock band Freedom.
  • 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: Back from the Edge
Triple: [James Arthur, album, Back from the Edge]
Generated description
Back from the Edge is the second studio album by British singer-songwriter James Arthur, featuring a blend of pop, soul, and R&B that helped relaunch his career after earlier controversies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Back from the Edge
Target entity description: Back from the Edge is the second studio album by British singer-songwriter James Arthur, featuring a blend of pop, soul, and R&B that helped relaunch his career after earlier controversies.
  • A. Back from the Edge
    Back from the Edge is a song featured on Lord Huron’s concept album Vide Noir, contributing to its atmospheric, narrative-driven indie rock soundscape.
  • B. Living on the Edge
    "Living on the Edge" is a rock song co-written and produced by hitmaker Desmond Child, best known for its socially conscious lyrics and association with Aerosmith.
  • C. On the Edge
    "On the Edge" is a work by British science popularizer and broadcaster Adam Hart-Davis, likely exploring scientific or historical topics in his accessible, engaging style.
  • D. On the Edge
    On the Edge is an Irish drama film directed by John Carney that follows a troubled young man who is sent to a psychiatric clinic after a suicide attempt.
  • E. Over the Edge
    "Over the Edge" is a song by the American punk rock band Freedom.
  • 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_69e0c455f3688190810bc96365791b0f completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ee813ef6a8819089511b8f608c9491 completed April 26, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09c2ac2d188190b909826855b4d132 completed May 17, 2026, 1:29 p.m.
NEDg Description generation batch_6a09c33c37e88190b559bbf98e589487 completed May 17, 2026, 1:31 p.m.
NED2 Entity disambiguation (via description) batch_6a09c3c6a208819096b2e4a2c92b3cb0 completed May 17, 2026, 1:33 p.m.
Created at: April 16, 2026, 5:49 p.m.