Triple

T12414354
Position Surface form Disambiguated ID Type / Status
Subject Guy Sebastian E296596 entity
Predicate notableAlbum P4 FINISHED
Object Madness
Madness is a 2014 pop and R&B studio album by Australian singer-songwriter Guy Sebastian, showcasing a blend of soulful vocals and contemporary production.
 E980904 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: Madness | Statement: [Guy Sebastian, notableAlbum, Madness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Madness
Context triple: [Guy Sebastian, notableAlbum, Madness]
  • A. Madness
    Madness is a British ska and pop band, formed in London in the late 1970s, known for hits like "Our House" and "Baggy Trousers" and for their energetic, humorous style.
  • B. Madness
    "Madness" is a popular rock song by the English band Muse, known for its minimalist electronic sound and slow-building, anthemic structure.
  • C. This Is Madness
    "This Is Madness" is a politically charged spoken-word album by The Last Poets, recognized as a seminal work in the development of hip-hop and rap.
  • D. Beauty Behind the Madness
    Beauty Behind the Madness is a critically acclaimed 2015 studio album by Canadian singer The Weeknd that blends R&B, pop, and dark atmospheric production and includes hit singles like "Can't Feel My Face" and "The Hills."
  • E. Viva La Madness
    Viva La Madness is a crime novel by British author J. J. Connolly that continues the gritty, darkly comic underworld saga begun in his cult hit Layer Cake.
  • 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: Madness
Triple: [Guy Sebastian, notableAlbum, Madness]
Generated description
Madness is a 2014 pop and R&B studio album by Australian singer-songwriter Guy Sebastian, showcasing a blend of soulful vocals and contemporary production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Madness
Target entity description: Madness is a 2014 pop and R&B studio album by Australian singer-songwriter Guy Sebastian, showcasing a blend of soulful vocals and contemporary production.
  • A. Madness
    Madness is a British ska and pop band, formed in London in the late 1970s, known for hits like "Our House" and "Baggy Trousers" and for their energetic, humorous style.
  • B. Madness
    "Madness" is a popular rock song by the English band Muse, known for its minimalist electronic sound and slow-building, anthemic structure.
  • C. This Is Madness
    "This Is Madness" is a politically charged spoken-word album by The Last Poets, recognized as a seminal work in the development of hip-hop and rap.
  • D. Beauty Behind the Madness
    Beauty Behind the Madness is a critically acclaimed 2015 studio album by Canadian singer The Weeknd that blends R&B, pop, and dark atmospheric production and includes hit singles like "Can't Feel My Face" and "The Hills."
  • E. Viva La Madness
    Viva La Madness is a crime novel by British author J. J. Connolly that continues the gritty, darkly comic underworld saga begun in his cult hit Layer Cake.
  • 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.