Triple

T14286373
Position Surface form Disambiguated ID Type / Status
Subject Doctor Who series 3 E354185 entity
Predicate includesEpisode P6968 FINISHED
Object The Shakespeare Code
The Shakespeare Code is an episode of the British science fiction television series Doctor Who in which the Tenth Doctor and Martha Jones travel to Elizabethan England and encounter William Shakespeare amid a witchcraft-related alien threat.
E1090728 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: The Shakespeare Code | Statement: [Doctor Who series 3, includesEpisode, The Shakespeare Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Shakespeare Code
Context triple: [Doctor Who series 3, includesEpisode, The Shakespeare Code]
  • A. Dilly: The Man Who Broke Enigmas
    "Dilly: The Man Who Broke Enigmas" is a biographical work by codebreaker and historian Mavis Batey about Alfred "Dilly" Knox, a key British cryptanalyst whose work was crucial to breaking German ciphers before and during World War II.
  • B. The Secret Code
    "The Secret Code" is a 1942 American World War II-era spy film featuring Lotus Long in a prominent role, centered on espionage and sabotage themes.
  • C. The Code
    "The Code" is a poem by Robert Frost featured in his collection *North of Boston*, reflecting his characteristic exploration of rural New England life and moral complexity.
  • D. The Code
    "The Code" is a track from The Game's 2019 studio album "Born 2 Rap," showcasing his West Coast hip-hop style and reflective lyricism.
  • E. The Code
    The Code is a film featuring Australian actress Kate Beahan, known for her roles in both Australian cinema and international productions.
  • 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: The Shakespeare Code
Triple: [Doctor Who series 3, includesEpisode, The Shakespeare Code]
Generated description
The Shakespeare Code is an episode of the British science fiction television series Doctor Who in which the Tenth Doctor and Martha Jones travel to Elizabethan England and encounter William Shakespeare amid a witchcraft-related alien threat.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Shakespeare Code
Target entity description: The Shakespeare Code is an episode of the British science fiction television series Doctor Who in which the Tenth Doctor and Martha Jones travel to Elizabethan England and encounter William Shakespeare amid a witchcraft-related alien threat.
  • A. Dilly: The Man Who Broke Enigmas
    "Dilly: The Man Who Broke Enigmas" is a biographical work by codebreaker and historian Mavis Batey about Alfred "Dilly" Knox, a key British cryptanalyst whose work was crucial to breaking German ciphers before and during World War II.
  • B. The Secret Code
    "The Secret Code" is a 1942 American World War II-era spy film featuring Lotus Long in a prominent role, centered on espionage and sabotage themes.
  • C. The Code
    "The Code" is a poem by Robert Frost featured in his collection *North of Boston*, reflecting his characteristic exploration of rural New England life and moral complexity.
  • D. The Code
    "The Code" is a track from The Game's 2019 studio album "Born 2 Rap," showcasing his West Coast hip-hop style and reflective lyricism.
  • E. The Code
    The Code is a film featuring Australian actress Kate Beahan, known for her roles in both Australian cinema and international productions.
  • 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_69de697ef40c8190bea37724b28c2e99 completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd3d1c4d988190b595e6a33ef96c28 completed May 8, 2026, 1:32 a.m.
NEDg Description generation batch_69fd3da6f0648190876dd86dd51e72cc completed May 8, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69fd3e30868481908b55b368ab45c7fb completed May 8, 2026, 1:36 a.m.
Created at: April 10, 2026, 1:11 a.m.