Triple

T13793993
Position Surface form Disambiguated ID Type / Status
Subject The Show Goes On E331468 entity
Predicate writer P1360 FINISHED
Object Justin Franks
Justin Franks, better known as DJ Frank E, is an American record producer and songwriter recognized for crafting pop and hip-hop hits for major artists.
E1061400 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: Justin Franks | Statement: [The Show Goes On, writer, Justin Franks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Justin Franks
Context triple: [The Show Goes On, writer, Justin Franks]
  • A. Jeremy Furlow
    Jeremy Furlow is a character in August Wilson’s play "Joe Turner’s Come and Gone," representing one of the many African Americans navigating identity and community in the early 20th-century Pittsburgh boardinghouse setting.
  • B. Michael Farris
    Michael Farris is an American lawyer and conservative activist best known for his leadership in the Christian homeschooling movement and his role in founding and guiding Patrick Henry College.
  • C. Ron Pardo
    Ron Pardo is a Canadian actor and voice actor best known for his multiple character roles in the animated children's franchise PAW Patrol, including its feature film adaptation.
  • D. Ron Shaich
    Ron Shaich is an American entrepreneur best known as the founder and longtime leader of the fast-casual restaurant chain Panera Bread.
  • E. Michael J. McCulley
    Michael J. McCulley is a former NASA astronaut and U.S. Navy submariner who served as the pilot of the Space Shuttle Atlantis on the STS-34 mission.
  • 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: Justin Franks
Triple: [The Show Goes On, writer, Justin Franks]
Generated description
Justin Franks, better known as DJ Frank E, is an American record producer and songwriter recognized for crafting pop and hip-hop hits for major artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Justin Franks
Target entity description: Justin Franks, better known as DJ Frank E, is an American record producer and songwriter recognized for crafting pop and hip-hop hits for major artists.
  • A. Jeremy Furlow
    Jeremy Furlow is a character in August Wilson’s play "Joe Turner’s Come and Gone," representing one of the many African Americans navigating identity and community in the early 20th-century Pittsburgh boardinghouse setting.
  • B. Michael Farris
    Michael Farris is an American lawyer and conservative activist best known for his leadership in the Christian homeschooling movement and his role in founding and guiding Patrick Henry College.
  • C. Ron Pardo
    Ron Pardo is a Canadian actor and voice actor best known for his multiple character roles in the animated children's franchise PAW Patrol, including its feature film adaptation.
  • D. Ron Shaich
    Ron Shaich is an American entrepreneur best known as the founder and longtime leader of the fast-casual restaurant chain Panera Bread.
  • E. Michael J. McCulley
    Michael J. McCulley is a former NASA astronaut and U.S. Navy submariner who served as the pilot of the Space Shuttle Atlantis on the STS-34 mission.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0259b0e4819081c11ced694384fb completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b083387081909c6f4beb0e12cf36 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b14fe1cc8190b1a5f6f0e80b7e39 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b20f67048190a641527353e3ff43 completed May 3, 2026, 8:37 p.m.
Created at: April 9, 2026, 10:11 p.m.