Triple

T7951098
Position Surface form Disambiguated ID Type / Status
Subject Bar Rescue E184615 entity
Predicate creator P184 FINISHED
Object Darren Maddern
Darren Maddern is a television producer best known for creating the reality TV series "Bar Rescue."
 E705025 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: Darren Maddern | Statement: [Bar Rescue, creator, Darren Maddern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Darren Maddern
Context triple: [Bar Rescue, creator, Darren Maddern]
  • A. Darren Eales
    Darren Eales is a British football executive known for serving as president of Major League Soccer club Atlanta United FC, where he helped build the expansion team into a successful franchise.
  • B. Darren Wharton
    Darren Wharton is a British keyboardist and songwriter best known for his work with the hard rock band Thin Lizzy and later as the frontman of the band Dare.
  • C. Darren Smyth
    Darren Smyth is a European patent attorney and commentator known for his work in intellectual property law and contributions to patent-related scholarship and discussion.
  • D. Darren Morfitt
    Darren Morfitt is a British actor known for his roles in television dramas and genre series, including appearances in Doctor Who.
  • E. Stan Meads
    Stan Meads was a New Zealand rugby union player and All Black lock, known both for his own strong international career and as the brother of legendary All Black Colin Meads.
  • 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: Darren Maddern
Triple: [Bar Rescue, creator, Darren Maddern]
Generated description
Darren Maddern is a television producer best known for creating the reality TV series "Bar Rescue."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Darren Maddern
Target entity description: Darren Maddern is a television producer best known for creating the reality TV series "Bar Rescue."
  • A. Darren Eales
    Darren Eales is a British football executive known for serving as president of Major League Soccer club Atlanta United FC, where he helped build the expansion team into a successful franchise.
  • B. Darren Wharton
    Darren Wharton is a British keyboardist and songwriter best known for his work with the hard rock band Thin Lizzy and later as the frontman of the band Dare.
  • C. Darren Smyth
    Darren Smyth is a European patent attorney and commentator known for his work in intellectual property law and contributions to patent-related scholarship and discussion.
  • D. Darren Morfitt
    Darren Morfitt is a British actor known for his roles in television dramas and genre series, including appearances in Doctor Who.
  • E. Stan Meads
    Stan Meads was a New Zealand rugby union player and All Black lock, known both for his own strong international career and as the brother of legendary All Black Colin Meads.
  • 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_69ca8292cba881908a64427b938dac47 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b5b7450819091e4e6f21e9d832d completed March 31, 2026, 3:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0530b8881908e35b10917e69899 completed March 31, 2026, 2:55 p.m.
NEDg Description generation batch_69cc46bfad4081908de1667b8a10ed0a completed March 31, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc47e7167881908dce54e8b4615900 completed March 31, 2026, 10:17 p.m.
Created at: March 30, 2026, 5:10 p.m.