Triple

T16003549
Position Surface form Disambiguated ID Type / Status
Subject Rob Swire E388152 entity
Predicate notableWork P4 FINISHED
Object song "Begin Again"
"Begin Again" is an electronic music track by Rob Swire, best known as the frontman and producer of Pendulum and Knife Party.
E1188098 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: song "Begin Again" | Statement: [Rob Swire, notableWork, song "Begin Again"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: song "Begin Again"
Context triple: [Rob Swire, notableWork, song "Begin Again"]
  • A. song “Try Again”
    "Try Again" is a track by American producer-rapper Pi’erre Bourne from his studio album *The Life of Pi’erre 4*, showcasing his melodic, synth-driven trap style.
  • B. song “For the First Time in Forever”
    “For the First Time in Forever” is a key musical number from Disney’s animated film Frozen, sung primarily by Anna and featuring Elsa, that expresses Anna’s excitement and Elsa’s anxiety on the day of Elsa’s coronation.
  • C. song "Say Something"
    "Say Something" is a popular pop ballad best known in its rendition by A Great Big World and Christina Aguilera, noted for its emotional lyrics and sparse, piano-driven arrangement.
  • D. song "The Way"
    "The Way" is a 2013 pop-R&B single by Ariana Grande featuring Mac Miller that served as her breakout hit and introduced her to mainstream audiences.
  • E. song "The Light"
    "The Light" is a critically acclaimed hip-hop track by Common, celebrated for its heartfelt lyrics and soulful production.
  • 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: song "Begin Again"
Triple: [Rob Swire, notableWork, song "Begin Again"]
Generated description
"Begin Again" is an electronic music track by Rob Swire, best known as the frontman and producer of Pendulum and Knife Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: song "Begin Again"
Target entity description: "Begin Again" is an electronic music track by Rob Swire, best known as the frontman and producer of Pendulum and Knife Party.
  • A. song “Try Again”
    "Try Again" is a track by American producer-rapper Pi’erre Bourne from his studio album *The Life of Pi’erre 4*, showcasing his melodic, synth-driven trap style.
  • B. song “For the First Time in Forever”
    “For the First Time in Forever” is a key musical number from Disney’s animated film Frozen, sung primarily by Anna and featuring Elsa, that expresses Anna’s excitement and Elsa’s anxiety on the day of Elsa’s coronation.
  • C. song "Say Something"
    "Say Something" is a popular pop ballad best known in its rendition by A Great Big World and Christina Aguilera, noted for its emotional lyrics and sparse, piano-driven arrangement.
  • D. song "The Way"
    "The Way" is a 2013 pop-R&B single by Ariana Grande featuring Mac Miller that served as her breakout hit and introduced her to mainstream audiences.
  • E. song "The Light"
    "The Light" is a critically acclaimed hip-hop track by Common, celebrated for its heartfelt lyrics and soulful production.
  • 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_69d86dabcb7c8190b6a39d6831d2fa1b completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e157fd753c819099707109e35540e1 completed April 16, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffc3dba8e08190b6b26ac9a6854e50 completed May 9, 2026, 11:31 p.m.
NEDg Description generation batch_69ffc4dbec048190b58c7394b15645a1 completed May 9, 2026, 11:35 p.m.
NED2 Entity disambiguation (via description) batch_69ffc5a5b46881908589fd1dabef5378 completed May 9, 2026, 11:39 p.m.
Created at: April 10, 2026, 4:55 a.m.