Triple

T16580422
Position Surface form Disambiguated ID Type / Status
Subject Happy Valley E402812 entity
Predicate character P662 FINISHED
Object Tommy Lee Royce
Tommy Lee Royce is the violent, manipulative antagonist in the British crime drama series "Happy Valley," known for his complex and disturbing relationship with the show's protagonist, Catherine Cawood.
E1221521 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: Tommy Lee Royce | Statement: [Happy Valley, character, Tommy Lee Royce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tommy Lee Royce
Context triple: [Happy Valley, character, Tommy Lee Royce]
  • A. Tommy Lee Sparta
    Tommy Lee Sparta is a Jamaican dancehall artist known for his dark, gothic-influenced style and close association with Vybz Kartel’s Gaza movement.
  • B. Tommy Lee
    Tommy Lee is an American drummer best known as a founding member of the heavy metal band Mötley Crüe and for his highly publicized personal life.
  • C. Tommy Merlyn
    Tommy Merlyn is a fictional character from the TV series "Arrow," known as Oliver Queen's best friend and the conflicted son of antagonist Malcolm Merlyn.
  • D. Tommy Henrich
    Tommy Henrich was an American Major League Baseball outfielder and clutch hitter best known for his years with the New York Yankees in the 1930s and 1940s.
  • E. Tony Leech
    Tony Leech is a film writer and editor best known for co-writing the animated features "Hoodwinked!" and "Escape from Planet Earth."
  • 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: Tommy Lee Royce
Triple: [Happy Valley, character, Tommy Lee Royce]
Generated description
Tommy Lee Royce is the violent, manipulative antagonist in the British crime drama series "Happy Valley," known for his complex and disturbing relationship with the show's protagonist, Catherine Cawood.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tommy Lee Royce
Target entity description: Tommy Lee Royce is the violent, manipulative antagonist in the British crime drama series "Happy Valley," known for his complex and disturbing relationship with the show's protagonist, Catherine Cawood.
  • A. Tommy Lee Sparta
    Tommy Lee Sparta is a Jamaican dancehall artist known for his dark, gothic-influenced style and close association with Vybz Kartel’s Gaza movement.
  • B. Tommy Lee
    Tommy Lee is an American drummer best known as a founding member of the heavy metal band Mötley Crüe and for his highly publicized personal life.
  • C. Tommy Merlyn
    Tommy Merlyn is a fictional character from the TV series "Arrow," known as Oliver Queen's best friend and the conflicted son of antagonist Malcolm Merlyn.
  • D. Tommy Henrich
    Tommy Henrich was an American Major League Baseball outfielder and clutch hitter best known for his years with the New York Yankees in the 1930s and 1940s.
  • E. Tony Leech
    Tony Leech is a film writer and editor best known for co-writing the animated features "Hoodwinked!" and "Escape from Planet Earth."
  • 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_69d88387363c8190a97a0c942130de97 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35960834c819080eed0c9f32b881d completed April 18, 2026, 10:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a006ef0bc4c8190b06b03c06d344abf completed May 10, 2026, 11:41 a.m.
NEDg Description generation batch_6a006ff5bdb88190be90d7446e24b61f completed May 10, 2026, 11:45 a.m.
NED2 Entity disambiguation (via description) batch_6a007088fd988190b3dfef081769d03e completed May 10, 2026, 11:48 a.m.
Created at: April 10, 2026, 5:16 a.m.