Triple

T20335187
Position Surface form Disambiguated ID Type / Status
Subject The Professionals E492588 entity
Predicate hasEP P22078 FINISHED
Object The Professionals (EP)
The Professionals (EP) is a punk rock extended play release by the British band The Professionals, known for its raw sound and connection to the post-Sex Pistols era.
 E1424718 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: The Professionals (EP) | Statement: [The Professionals, hasEP, The Professionals (EP)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Professionals (EP)
Context triple: [The Professionals, hasEP, The Professionals (EP)]
  • A. Low Pros EP
    Low Pros EP is a collaborative hip-hop extended play by the duo Low Pros, showcasing their trap-influenced production and guest features.
  • B. Bare Bones EP
    Bare Bones EP is an early extended play release by the American folk duo The Civil Wars, showcasing their intimate harmonies and stripped-down acoustic style.
  • C. Baring It All (EP)
    Baring It All (EP) is a music release by American singer, model, and former rock muse Bebe Buell, showcasing her work as a recording artist.
  • D. Heavyweight (EP)
    Heavyweight (EP) is a 2012 extended play release by American singer-songwriter Rachael Yamagata, featuring introspective, piano-driven indie pop songs.
  • E. The EP
    The EP is a short musical release by the British alternative rock band Keane, featuring a small collection of their songs.
  • 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: The Professionals (EP)
Triple: [The Professionals, hasEP, The Professionals (EP)]
Generated description
The Professionals (EP) is a punk rock extended play release by the British band The Professionals, known for its raw sound and connection to the post-Sex Pistols era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Professionals (EP)
Target entity description: The Professionals (EP) is a punk rock extended play release by the British band The Professionals, known for its raw sound and connection to the post-Sex Pistols era.
  • A. Low Pros EP
    Low Pros EP is a collaborative hip-hop extended play by the duo Low Pros, showcasing their trap-influenced production and guest features.
  • B. Bare Bones EP
    Bare Bones EP is an early extended play release by the American folk duo The Civil Wars, showcasing their intimate harmonies and stripped-down acoustic style.
  • C. Baring It All (EP)
    Baring It All (EP) is a music release by American singer, model, and former rock muse Bebe Buell, showcasing her work as a recording artist.
  • D. Heavyweight (EP)
    Heavyweight (EP) is a 2012 extended play release by American singer-songwriter Rachael Yamagata, featuring introspective, piano-driven indie pop songs.
  • E. The EP
    The EP is a short musical release by the British alternative rock band Keane, featuring a small collection of their songs.
  • 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_69e0b4a1a09881908d97270d6971a25a completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e677ea8a088190b2b37accd6b24277 completed April 20, 2026, 7 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08695627048190bd58a00534bacce4 completed May 16, 2026, 12:55 p.m.
NEDg Description generation batch_6a0869e378fc8190a82d1e01006cf19a completed May 16, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a086a6ad6c88190be1770758d2e1bbf completed May 16, 2026, 1 p.m.
Created at: April 16, 2026, 11:23 a.m.