Triple

T4804448
Position Surface form Disambiguated ID Type / Status
Subject North Yorkshire Moors Railway E106913 entity
Predicate featuredIn P626 FINISHED
Object television series Heartbeat
Heartbeat is a British period drama television series set in 1960s rural Yorkshire, following the lives and work of local police officers and villagers.
 E469801 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: television series Heartbeat | Statement: [North Yorkshire Moors Railway, featuredIn, television series Heartbeat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: television series Heartbeat
Context triple: [North Yorkshire Moors Railway, featuredIn, television series Heartbeat]
  • A. Third Watch
    Third Watch is an American television drama series that follows the lives of New York City police officers, firefighters, and paramedics working the 3 p.m. to 11 p.m. shift.
  • B. television series The Dying of the Light
    The Dying of the Light is a television drama series featuring a musical score by acclaimed British composer Stephen Warbeck.
  • C. Casualty
    Casualty is a long-running British medical drama television series centered on the staff and patients of a hospital emergency department.
  • D. Waterloo Bridge series
    The Waterloo Bridge series is a group of Impressionist paintings by Claude Monet depicting London's Waterloo Bridge under varying atmospheric and light conditions.
  • E. Broadchurch
    Broadchurch is a British crime drama television series centered on the impact and investigation of a young boy’s murder in a small coastal town.
  • 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: television series Heartbeat
Triple: [North Yorkshire Moors Railway, featuredIn, television series Heartbeat]
Generated description
Heartbeat is a British period drama television series set in 1960s rural Yorkshire, following the lives and work of local police officers and villagers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: television series Heartbeat
Target entity description: Heartbeat is a British period drama television series set in 1960s rural Yorkshire, following the lives and work of local police officers and villagers.
  • A. Third Watch
    Third Watch is an American television drama series that follows the lives of New York City police officers, firefighters, and paramedics working the 3 p.m. to 11 p.m. shift.
  • B. television series The Dying of the Light
    The Dying of the Light is a television drama series featuring a musical score by acclaimed British composer Stephen Warbeck.
  • C. Casualty
    Casualty is a long-running British medical drama television series centered on the staff and patients of a hospital emergency department.
  • D. Waterloo Bridge series
    The Waterloo Bridge series is a group of Impressionist paintings by Claude Monet depicting London's Waterloo Bridge under varying atmospheric and light conditions.
  • E. Broadchurch
    Broadchurch is a British crime drama television series centered on the impact and investigation of a young boy’s murder in a small coastal town.
  • 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_69bd43f6a1e08190bf0a372bfc336ee5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c664c3c81908e4d9a7c8c19744b completed March 20, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4403ef888190b41c9a0db6bf47aa completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be44df4e808190bb65ea205446a98f completed March 21, 2026, 7:12 a.m.
NED2 Entity disambiguation (via description) batch_69be45bc7b2c8190aa293d2c10077864 completed March 21, 2026, 7:16 a.m.
Created at: March 20, 2026, 1:23 p.m.