Triple

T4028678
Position Surface form Disambiguated ID Type / Status
Subject The Now Show E83653 entity
Predicate hasCastMember P2308 FINISHED
Object Andy Zaltzman
Andy Zaltzman is a British comedian and satirist best known for his political stand-up, radio work, and co-hosting the long-running podcast The Bugle.
 E409444 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: Andy Zaltzman | Statement: [The Now Show, hasCastMember, Andy Zaltzman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Andy Zaltzman
Context triple: [The Now Show, hasCastMember, Andy Zaltzman]
  • A. Frank Skinner
    Frank Skinner was an American film composer best known for his prolific work scoring Hollywood movies during the mid-20th century, particularly for Universal Pictures.
  • B. Jimmy Carr
    Jimmy Carr is a British stand-up comedian and television presenter known for his deadpan delivery, dark humor, and hosting numerous UK panel shows.
  • C. Matt Whiteley
    Matt Whiteley is a screenwriter best known for writing the biographical drama film "Jobs" about Apple co-founder Steve Jobs.
  • D. Danny Baker
    Danny Baker is a British broadcaster and writer known for his eclectic radio shows, television presenting, and autobiographical books.
  • E. Harry Enfield
    Harry Enfield is an English comedian, actor, and writer best known for his influential sketch shows and memorable comic characters on British television.
  • 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: Andy Zaltzman
Triple: [The Now Show, hasCastMember, Andy Zaltzman]
Generated description
Andy Zaltzman is a British comedian and satirist best known for his political stand-up, radio work, and co-hosting the long-running podcast The Bugle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Andy Zaltzman
Target entity description: Andy Zaltzman is a British comedian and satirist best known for his political stand-up, radio work, and co-hosting the long-running podcast The Bugle.
  • A. Frank Skinner
    Frank Skinner was an American film composer best known for his prolific work scoring Hollywood movies during the mid-20th century, particularly for Universal Pictures.
  • B. Jimmy Carr
    Jimmy Carr is a British stand-up comedian and television presenter known for his deadpan delivery, dark humor, and hosting numerous UK panel shows.
  • C. Matt Whiteley
    Matt Whiteley is a screenwriter best known for writing the biographical drama film "Jobs" about Apple co-founder Steve Jobs.
  • D. Danny Baker
    Danny Baker is a British broadcaster and writer known for his eclectic radio shows, television presenting, and autobiographical books.
  • E. Harry Enfield
    Harry Enfield is an English comedian, actor, and writer best known for his influential sketch shows and memorable comic characters on British television.
  • 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.