Triple

T4028671
Position Surface form Disambiguated ID Type / Status
Subject The Now Show E83653 entity
Predicate hasCastMember P2308 FINISHED
Object Toby Longworth
Toby Longworth is a British actor and voice artist known for his extensive work in radio comedy, audiobooks, and genre productions, including roles on BBC Radio 4.
E409439 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: Toby Longworth | Statement: [The Now Show, hasCastMember, Toby Longworth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toby Longworth
Context triple: [The Now Show, hasCastMember, Toby Longworth]
  • A. Tobias Vaughn
    Tobias Vaughn is a villainous industrialist and secret ally of the Cybermen in the Doctor Who serial "The Invasion."
  • B. Toby Scott
    Toby Scott is an American recording engineer and producer best known for his long-time collaboration with Bruce Springsteen on numerous albums and film soundtrack contributions.
  • C. Tobias Read
    Tobias Read is an American politician who has served as Oregon's State Treasurer, overseeing the state's financial management and public investment programs.
  • D. Jeremy Spenser
    Jeremy Spenser is a British actor best known for his film and stage work in the 1950s and 1960s, including notable roles in classic British cinema.
  • E. Sebastian Henshaw
    Sebastian Henshaw is a suave and skilled British intelligence agent who becomes entangled in a chaotic international espionage adventure in the action-comedy film "The Spy Who Dumped Me."
  • 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: Toby Longworth
Triple: [The Now Show, hasCastMember, Toby Longworth]
Generated description
Toby Longworth is a British actor and voice artist known for his extensive work in radio comedy, audiobooks, and genre productions, including roles on BBC Radio 4.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toby Longworth
Target entity description: Toby Longworth is a British actor and voice artist known for his extensive work in radio comedy, audiobooks, and genre productions, including roles on BBC Radio 4.
  • A. Tobias Vaughn
    Tobias Vaughn is a villainous industrialist and secret ally of the Cybermen in the Doctor Who serial "The Invasion."
  • B. Toby Scott
    Toby Scott is an American recording engineer and producer best known for his long-time collaboration with Bruce Springsteen on numerous albums and film soundtrack contributions.
  • C. Tobias Read
    Tobias Read is an American politician who has served as Oregon's State Treasurer, overseeing the state's financial management and public investment programs.
  • D. Jeremy Spenser
    Jeremy Spenser is a British actor best known for his film and stage work in the 1950s and 1960s, including notable roles in classic British cinema.
  • E. Sebastian Henshaw
    Sebastian Henshaw is a suave and skilled British intelligence agent who becomes entangled in a chaotic international espionage adventure in the action-comedy film "The Spy Who Dumped Me."
  • 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_69aed92e29ac819080f7a98b594fec05 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaf066b08190afbb4a18ddc8d67e completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b556358f148190be7008092d0023af completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b55a5b292481908723530461bad562 completed March 14, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69b55ae09ac48190a014aaf5b309e029 completed March 14, 2026, 12:56 p.m.
Created at: March 9, 2026, 3:36 p.m.