Triple

T3331723
Position Surface form Disambiguated ID Type / Status
Subject Thandiwe Newton E70046 entity
Predicate notableWork P4 FINISHED
Object Line of Duty
Line of Duty is a British crime drama television series that follows an anti-corruption police unit investigating complex and morally ambiguous cases within the force.
 E348021 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: Line of Duty | Statement: [Thandiwe Newton, notableWork, Line of Duty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Line of Duty
Context triple: [Thandiwe Newton, notableWork, Line of Duty]
  • A. MI-5
    MI-5 is a British spy thriller film (also known as "Spooks: The Greater Good") based on the TV series "Spooks," featuring David Oyelowo in a prominent role.
  • B. Spooks
    Spooks is a British television spy drama series centered on the high-stakes operations of MI5 officers.
  • C. Silent Witness
    Silent Witness is a long-running British crime drama television series that follows forensic pathologists as they investigate complex and often disturbing deaths.
  • D. Peaky Blinders
    Peaky Blinders is a British period crime drama television series following the ruthless Shelby crime family in post-World War I Birmingham.
  • 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: Line of Duty
Triple: [Thandiwe Newton, notableWork, Line of Duty]
Generated description
Line of Duty is a British crime drama television series that follows an anti-corruption police unit investigating complex and morally ambiguous cases within the force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Line of Duty
Target entity description: Line of Duty is a British crime drama television series that follows an anti-corruption police unit investigating complex and morally ambiguous cases within the force.
  • A. MI-5
    MI-5 is a British spy thriller film (also known as "Spooks: The Greater Good") based on the TV series "Spooks," featuring David Oyelowo in a prominent role.
  • B. Spooks
    Spooks is a British television spy drama series centered on the high-stakes operations of MI5 officers.
  • C. Silent Witness
    Silent Witness is a long-running British crime drama television series that follows forensic pathologists as they investigate complex and often disturbing deaths.
  • D. Peaky Blinders
    Peaky Blinders is a British period crime drama television series following the ruthless Shelby crime family in post-World War I Birmingham.
  • 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_69ad85a24f208190bcf83131bfed3521 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb19358e48190a503af01b92273a4 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a841c608190942e040c14f560d2 completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31c37f3a08190823c32e8f933ce82 completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b31caa4e188190b4dfd613fdaebdb6 completed March 12, 2026, 8:06 p.m.
Created at: March 8, 2026, 3:12 p.m.