Triple

T3949727
Position Surface form Disambiguated ID Type / Status
Subject Katherine Kelly E84833 entity
Predicate notableWork P4 FINISHED
Object Cheat
Cheat is a British psychological thriller television series centered on a tense and escalating conflict between a university lecturer and her seemingly duplicitous student.
 E402813 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: Cheat | Statement: [Katherine Kelly, notableWork, Cheat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cheat
Context triple: [Katherine Kelly, notableWork, Cheat]
  • A. Trick
    Trick is a minor character in the "Arkangel" episode of the anthology television series Black Mirror.
  • B. Deceive
    "Deceive" is a popular Afro-pop song by Nigerian singer Yemi Alade, known for its catchy melody and themes of romantic conflict and mistrust.
  • C. Chepes
    Chepes is a small city in western Argentina that serves as an important local center within La Rioja Province.
  • D. Hacks
    Hacks is a critically acclaimed American comedy-drama television series that explores the professional and personal relationship between a legendary Las Vegas comedian and a young, struggling comedy writer.
  • E. Trick Me
    "Trick Me" is a 2004 R&B and reggae-influenced single by American singer Kelis, known for its anti-violence message and international chart success.
  • 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: Cheat
Triple: [Katherine Kelly, notableWork, Cheat]
Generated description
Cheat is a British psychological thriller television series centered on a tense and escalating conflict between a university lecturer and her seemingly duplicitous student.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cheat
Target entity description: Cheat is a British psychological thriller television series centered on a tense and escalating conflict between a university lecturer and her seemingly duplicitous student.
  • A. Trick
    Trick is a minor character in the "Arkangel" episode of the anthology television series Black Mirror.
  • B. Deceive
    "Deceive" is a popular Afro-pop song by Nigerian singer Yemi Alade, known for its catchy melody and themes of romantic conflict and mistrust.
  • C. Chepes
    Chepes is a small city in western Argentina that serves as an important local center within La Rioja Province.
  • D. Hacks
    Hacks is a critically acclaimed American comedy-drama television series that explores the professional and personal relationship between a legendary Las Vegas comedian and a young, struggling comedy writer.
  • E. Trick Me
    "Trick Me" is a 2004 R&B and reggae-influenced single by American singer Kelis, known for its anti-violence message and international chart success.
  • 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_69aed934fbfc8190847068e4546de963 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef91227a8819097c3a5a206792382 completed March 9, 2026, 4:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533a4d3048190b63ad93a6ec87a48 completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b5347dd9d08190a9c373a7d0428245 completed March 14, 2026, 10:12 a.m.
NED2 Entity disambiguation (via description) batch_69b5383cbe248190ada0fe5257c8aa30 completed March 14, 2026, 10:28 a.m.
Created at: March 9, 2026, 3:30 p.m.