Triple

T17458381
Position Surface form Disambiguated ID Type / Status
Subject Biz Markie E425088 entity
Predicate album P1995 FINISHED
Object Weekend Warrior
"Weekend Warrior" is a 2003 studio album by American rapper and DJ Biz Markie, showcasing his humorous, old-school hip hop style.
 E1270616 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: Weekend Warrior | Statement: [Biz Markie, album, Weekend Warrior]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Weekend Warrior
Context triple: [Biz Markie, album, Weekend Warrior]
  • A. The Vigilante
    The Vigilante is a 1947 American crime film noir in which Grant Withers appears, centered on a masked crime-fighter battling underworld corruption.
  • B. An Action Hero
    An Action Hero is a 2022 Indian Hindi-language action thriller film that blends dark humor with a meta-take on celebrity culture and media sensationalism.
  • C. A Vigilante
    A Vigilante is a 2018 American thriller drama film starring Olivia Wilde as an abuse survivor who becomes a ruthless vigilante helping others escape domestic violence.
  • D. The Lone Avenger
    The Lone Avenger is a 1930s American Western film starring cowboy actor Ken Maynard as a masked hero seeking justice on the frontier.
  • E. Heroes for Hire
    Heroes for Hire is a Marvel Comics superhero team that operates as a for-profit crime-fighting and protection agency, often featuring street-level heroes like Luke Cage and Iron Fist.
  • 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: Weekend Warrior
Triple: [Biz Markie, album, Weekend Warrior]
Generated description
"Weekend Warrior" is a 2003 studio album by American rapper and DJ Biz Markie, showcasing his humorous, old-school hip hop style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Weekend Warrior
Target entity description: "Weekend Warrior" is a 2003 studio album by American rapper and DJ Biz Markie, showcasing his humorous, old-school hip hop style.
  • A. The Vigilante
    The Vigilante is a 1947 American crime film noir in which Grant Withers appears, centered on a masked crime-fighter battling underworld corruption.
  • B. An Action Hero
    An Action Hero is a 2022 Indian Hindi-language action thriller film that blends dark humor with a meta-take on celebrity culture and media sensationalism.
  • C. A Vigilante
    A Vigilante is a 2018 American thriller drama film starring Olivia Wilde as an abuse survivor who becomes a ruthless vigilante helping others escape domestic violence.
  • D. The Lone Avenger
    The Lone Avenger is a 1930s American Western film starring cowboy actor Ken Maynard as a masked hero seeking justice on the frontier.
  • E. Heroes for Hire
    Heroes for Hire is a Marvel Comics superhero team that operates as a for-profit crime-fighting and protection agency, often featuring street-level heroes like Luke Cage and Iron Fist.
  • 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_69d889db0ba481908402409af3b37917 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e4514385e48190b97a257bb3d07d2d completed April 19, 2026, 3:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01b820024c8190bd8f083b426f82f5 completed May 11, 2026, 11:06 a.m.
NEDg Description generation batch_6a01b90e68d08190be86aee8d6692ce1 completed May 11, 2026, 11:10 a.m.
NED2 Entity disambiguation (via description) batch_6a01b993324081908b561700bbeac11c completed May 11, 2026, 11:12 a.m.
Created at: April 10, 2026, 5:47 a.m.