Triple

T1787911
Position Surface form Disambiguated ID Type / Status
Subject David Oyelowo E39429 entity
Predicate notableWork P4 FINISHED
Object 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.
 E199128 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: MI-5 | Statement: [David Oyelowo, notableWork, MI-5]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MI-5
Context triple: [David Oyelowo, notableWork, MI-5]
  • A. Midsomer Murders
    Midsomer Murders is a long-running British detective drama series set in the fictional English county of Midsomer, known for its picturesque villages and surprisingly high murder rate.
  • B. Sherlock
    Sherlock is a modern television adaptation of Arthur Conan Doyle’s Sherlock Holmes stories, starring Benedict Cumberbatch as the brilliant but eccentric consulting detective in contemporary London.
  • 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. Torchwood
    Torchwood is a British science fiction television series that follows a secret organization investigating extraterrestrial and supernatural phenomena in the same universe as Doctor Who.
  • 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: MI-5
Triple: [David Oyelowo, notableWork, MI-5]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MI-5
Target entity description: 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.
  • A. Midsomer Murders
    Midsomer Murders is a long-running British detective drama series set in the fictional English county of Midsomer, known for its picturesque villages and surprisingly high murder rate.
  • B. Sherlock
    Sherlock is a modern television adaptation of Arthur Conan Doyle’s Sherlock Holmes stories, starring Benedict Cumberbatch as the brilliant but eccentric consulting detective in contemporary London.
  • 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. Torchwood
    Torchwood is a British science fiction television series that follows a secret organization investigating extraterrestrial and supernatural phenomena in the same universe as Doctor Who.
  • 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_69a88631854081909723959921e45c2b completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa650fd3448190a6a2c979db982cae completed March 6, 2026, 5:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada9a8a69c8190885bf06a06d3869f completed March 8, 2026, 4:54 p.m.
NEDg Description generation batch_69adaab488ec81909a340aab4916b90f completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adaf3cd23081909dd27c5de8e3f6d2 completed March 8, 2026, 5:17 p.m.
Created at: March 4, 2026, 7:32 p.m.