Triple

T12414345
Position Surface form Disambiguated ID Type / Status
Subject Guy Sebastian E296596 entity
Predicate songPerformed P11145 FINISHED
Object Tonight Again
"Tonight Again" is an upbeat pop song by Australian singer Guy Sebastian that served as Australia's debut entry in the Eurovision Song Contest 2015.
E980902 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: Tonight Again | Statement: [Guy Sebastian, songPerformed, Tonight Again]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tonight Again
Context triple: [Guy Sebastian, songPerformed, Tonight Again]
  • A. Another Night
    "Another Night" is a song featured on the album "What About Me."
  • B. Once Again
    "Once Again" is a song featured on the album "Show Me."
  • C. Once Again
    "Once Again" is a creative work—likely a film, television episode, or literary piece—notable for featuring the character Maxine.
  • D. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • E. Not Tonight
    "Not Tonight" is a hardcore punk single by the band Hard Core, known for its aggressive sound and raw energy.
  • 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: Tonight Again
Triple: [Guy Sebastian, songPerformed, Tonight Again]
Generated description
"Tonight Again" is an upbeat pop song by Australian singer Guy Sebastian that served as Australia's debut entry in the Eurovision Song Contest 2015.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tonight Again
Target entity description: "Tonight Again" is an upbeat pop song by Australian singer Guy Sebastian that served as Australia's debut entry in the Eurovision Song Contest 2015.
  • A. Another Night
    "Another Night" is a song featured on the album "What About Me."
  • B. Once Again
    "Once Again" is a song featured on the album "Show Me."
  • C. Once Again
    Once Again is John Legend's Grammy-winning second studio album, known for its soulful blend of R&B, pop, and neo-soul.
  • D. Once Again
    "Once Again" is a creative work—likely a film, television episode, or literary piece—notable for featuring the character Maxine.
  • E. Not Tonight
    "Not Tonight" is a hardcore punk single by the band Hard Core, known for its aggressive sound and raw energy.
  • 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_69d6ad9f464c81909db36d7e96e34b9e completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d6c4f6c8190bc99d3f7b64205c3 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6348ccaf88190aeb0dfb7fe1d8dec completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f635997b088190b6207fcac5594eb2 completed May 2, 2026, 5:34 p.m.
NED2 Entity disambiguation (via description) batch_69f636d727a08190882eec3fd664b64d completed May 2, 2026, 5:39 p.m.
Created at: April 8, 2026, 9:55 p.m.