Triple

T17166931
Position Surface form Disambiguated ID Type / Status
Subject Biohazard E416631 entity
Predicate hasRelease P22087 FINISHED
Object Means to an End
"Means to an End" is a studio album by the American hardcore punk band Biohazard, showcasing their aggressive sound and socially charged lyrics.
 E1253840 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: Means to an End | Statement: [Biohazard, hasRelease, Means to an End]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Means to an End
Context triple: [Biohazard, hasRelease, Means to an End]
  • A. Until the End
    "Until the End" is a song by Norah Jones from her album "Not Too Late," showcasing her mellow, jazz-influenced vocal style and introspective songwriting.
  • B. The Beginning of the End
    "The Beginning of the End" is an episode of the television series Lost that marks the start of its fourth season, introducing new mysteries and key characters that drive the show's later narrative.
  • C. Over End
    Over End is a small locality or hamlet forming part of the village of Baslow in Derbyshire, England.
  • D. The Finale
    "The Finale" is the two-part series finale of the iconic sitcom Seinfeld, concluding the stories of Jerry, Elaine, George, and Kramer in a controversial courtroom-themed episode.
  • E. The Aftermath
    "The Aftermath" is a track from Danny Elfman's darkly whimsical orchestral score for the 1988 fantasy-comedy film Beetlejuice.
  • 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: Means to an End
Triple: [Biohazard, hasRelease, Means to an End]
Generated description
"Means to an End" is a studio album by the American hardcore punk band Biohazard, showcasing their aggressive sound and socially charged lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Means to an End
Target entity description: "Means to an End" is a studio album by the American hardcore punk band Biohazard, showcasing their aggressive sound and socially charged lyrics.
  • A. Until the End
    "Until the End" is a song by Norah Jones from her album "Not Too Late," showcasing her mellow, jazz-influenced vocal style and introspective songwriting.
  • B. The Beginning of the End
    "The Beginning of the End" is an episode of the television series Lost that marks the start of its fourth season, introducing new mysteries and key characters that drive the show's later narrative.
  • C. Over End
    Over End is a small locality or hamlet forming part of the village of Baslow in Derbyshire, England.
  • D. The Finale
    "The Finale" is the two-part series finale of the iconic sitcom Seinfeld, concluding the stories of Jerry, Elaine, George, and Kramer in a controversial courtroom-themed episode.
  • E. The Aftermath
    "The Aftermath" is a track from Danny Elfman's darkly whimsical orchestral score for the 1988 fantasy-comedy film Beetlejuice.
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f915622c8190a6dff0baf0288a62 completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01483d754c819089607cfc87d08d42 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014964b0d88190a37fa6be0c837630 completed May 11, 2026, 3:13 a.m.
NED2 Entity disambiguation (via description) batch_6a014a20bb2c8190bbae3009783efc00 completed May 11, 2026, 3:16 a.m.
Created at: April 10, 2026, 5:37 a.m.