Triple

T14294817
Position Surface form Disambiguated ID Type / Status
Subject Mark Benton E354410 entity
Predicate notableWork P4 FINISHED
Object Shakespeare & Hathaway: Private Investigators
Shakespeare & Hathaway: Private Investigators is a British comedic crime drama television series following an odd-couple duo of private detectives solving quirky cases in Stratford-upon-Avon.
E1091303 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: Shakespeare & Hathaway: Private Investigators | Statement: [Mark Benton, notableWork, Shakespeare & Hathaway: Private Investigators]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shakespeare & Hathaway: Private Investigators
Context triple: [Mark Benton, notableWork, Shakespeare & Hathaway: Private Investigators]
  • A. Detective Hugo
    Detective Hugo is a supporting law enforcement character in the science fiction film "Gattaca," involved in investigating the central mystery surrounding genetic identity and discrimination.
  • B. School for Scoundrels
    School for Scoundrels is a 2006 American comedy film about a down-on-his-luck meter maid who enrolls in a confidence-building course run by a manipulative instructor, leading to a rivalry over the same woman.
  • C. Only Murders in the Building
    Only Murders in the Building is a comedic mystery television series about three true-crime-obsessed neighbors who start a podcast while investigating murders in their New York apartment building.
  • D. Miracle in Soho
    Miracle in Soho is a 1957 British romantic drama film set in London’s Soho district, noted for its depiction of immigrant life and directed by Ken Annakin.
  • E. Case of the Ex
    "Case of the Ex" is a 2000 R&B breakup anthem by American singer Mýa, known for its catchy hook, assertive lyrics, and success as one of her signature hits.
  • 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: Shakespeare & Hathaway: Private Investigators
Triple: [Mark Benton, notableWork, Shakespeare & Hathaway: Private Investigators]
Generated description
Shakespeare & Hathaway: Private Investigators is a British comedic crime drama television series following an odd-couple duo of private detectives solving quirky cases in Stratford-upon-Avon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shakespeare & Hathaway: Private Investigators
Target entity description: Shakespeare & Hathaway: Private Investigators is a British comedic crime drama television series following an odd-couple duo of private detectives solving quirky cases in Stratford-upon-Avon.
  • A. Detective Hugo
    Detective Hugo is a supporting law enforcement character in the science fiction film "Gattaca," involved in investigating the central mystery surrounding genetic identity and discrimination.
  • B. School for Scoundrels
    School for Scoundrels is a 2006 American comedy film about a down-on-his-luck meter maid who enrolls in a confidence-building course run by a manipulative instructor, leading to a rivalry over the same woman.
  • C. Only Murders in the Building
    Only Murders in the Building is a comedic mystery television series about three true-crime-obsessed neighbors who start a podcast while investigating murders in their New York apartment building.
  • D. Miracle in Soho
    Miracle in Soho is a 1957 British romantic drama film set in London’s Soho district, noted for its depiction of immigrant life and directed by Ken Annakin.
  • E. Case of the Ex
    "Case of the Ex" is a 2000 R&B breakup anthem by American singer Mýa, known for its catchy hook, assertive lyrics, and success as one of her signature hits.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de717b35ec81908968994e65737c66 completed April 14, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d2281d481909714f8d8cfe71514 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3ded77748190b35908e046ccce67 completed May 8, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69fd3e7425348190abf09c103cc17305 completed May 8, 2026, 1:37 a.m.
Created at: April 10, 2026, 1:11 a.m.