Triple

T12486159
Position Surface form Disambiguated ID Type / Status
Subject Jessica Mauboy E298437 entity
Predicate notableWork P4 FINISHED
Object Because
"Because" is a pop-R&B single by Australian singer Jessica Mauboy, showcasing her soulful vocals and contemporary production.
 E983823 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: Because | Statement: [Jessica Mauboy, notableWork, Because]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Because
Context triple: [Jessica Mauboy, notableWork, Because]
  • A. Because
    "Because" is a 1964 pop ballad by The Dave Clark Five, known for its melodic harmonies and success during the British Invasion era.
  • B. Why
    "Why" is a soulful 1992 ballad by Scottish singer-songwriter Annie Lennox, known for its introspective lyrics and emotive vocal performance.
  • C. Reason
    Reason is an American rapper and songwriter known for his introspective lyrics and affiliation with the hip-hop label Top Dawg Entertainment.
  • D. Reason
    "Reason" is a science fiction short story by Isaac Asimov, part of his Robot series, that explores themes of faith, logic, and artificial intelligence through a robot that develops its own quasi-religious belief system.
  • E. Why Why
    "Why Why" is a song by Doja Cat from her 2021 album *Planet Her*, blending playful lyrics with futuristic R&B and pop 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: Because
Triple: [Jessica Mauboy, notableWork, Because]
Generated description
"Because" is a pop-R&B single by Australian singer Jessica Mauboy, showcasing her soulful vocals and contemporary production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Because
Target entity description: "Because" is a pop-R&B single by Australian singer Jessica Mauboy, showcasing her soulful vocals and contemporary production.
  • A. Because
    "Because" is a 1964 pop ballad by The Dave Clark Five, known for its melodic harmonies and success during the British Invasion era.
  • B. Why
    "Why" is a soulful 1992 ballad by Scottish singer-songwriter Annie Lennox, known for its introspective lyrics and emotive vocal performance.
  • C. Reason
    Reason is an American rapper and songwriter known for his introspective lyrics and affiliation with the hip-hop label Top Dawg Entertainment.
  • D. Reason
    "Reason" is a science fiction short story by Isaac Asimov, part of his Robot series, that explores themes of faith, logic, and artificial intelligence through a robot that develops its own quasi-religious belief system.
  • E. Why Why
    "Why Why" is a song by Doja Cat from her 2021 album *Planet Her*, blending playful lyrics with futuristic R&B and pop 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94de077bc81908b5ff057a1bf2b4f completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f2b5ed481909ead4f5b96d44064 completed May 2, 2026, 6:15 p.m.
NEDg Description generation batch_69f6401199408190ad2657802afd93c9 completed May 2, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69f64168d23881908daee7d7cba2160d completed May 2, 2026, 6:24 p.m.
Created at: April 8, 2026, 9:56 p.m.