Triple

T4028684
Position Surface form Disambiguated ID Type / Status
Subject The Now Show E83653 entity
Predicate hasCastMember P2308 FINISHED
Object Luke Kempner
Luke Kempner is a British comedian, impressionist, and actor known for his work on radio, television, and live comedy shows.
E409447 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: Luke Kempner | Statement: [The Now Show, hasCastMember, Luke Kempner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luke Kempner
Context triple: [The Now Show, hasCastMember, Luke Kempner]
  • A. Luke Sanderson
    Luke Sanderson is a skeptical, somewhat flippant heir to Hill House who serves as one of the central participants in the paranormal investigation in the 1963 horror film "The Haunting."
  • B. Kenny Winston
    Kenny Winston is a minor character in the television series "Sons of Anarchy," known as one of Opie Winston's children.
  • C. Jason Keller
    Jason Keller is an American screenwriter best known for co-writing the racing drama film "Ford v Ferrari."
  • D. Luke Kleintank
    Luke Kleintank is an American actor best known for his role as Joe Blake in the television series "The Man in the High Castle."
  • E. David Kahler
    David Kahler is an American architect best known for his significant contributions to the design and expansion of the Milwaukee Art Museum.
  • 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: Luke Kempner
Triple: [The Now Show, hasCastMember, Luke Kempner]
Generated description
Luke Kempner is a British comedian, impressionist, and actor known for his work on radio, television, and live comedy shows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luke Kempner
Target entity description: Luke Kempner is a British comedian, impressionist, and actor known for his work on radio, television, and live comedy shows.
  • A. Luke Sanderson
    Luke Sanderson is a skeptical, somewhat flippant heir to Hill House who serves as one of the central participants in the paranormal investigation in the 1963 horror film "The Haunting."
  • B. Kenny Winston
    Kenny Winston is a minor character in the television series "Sons of Anarchy," known as one of Opie Winston's children.
  • C. Jason Keller
    Jason Keller is an American screenwriter best known for co-writing the racing drama film "Ford v Ferrari."
  • D. Luke Kleintank
    Luke Kleintank is an American actor best known for his role as Joe Blake in the television series "The Man in the High Castle."
  • E. David Kahler
    David Kahler is an American architect best known for his significant contributions to the design and expansion of the Milwaukee Art Museum.
  • 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_69aed92e29ac819080f7a98b594fec05 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefaf066b08190afbb4a18ddc8d67e completed March 9, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b556358f148190be7008092d0023af completed March 14, 2026, 12:36 p.m.
NEDg Description generation batch_69b55a5b292481908723530461bad562 completed March 14, 2026, 12:53 p.m.
NED2 Entity disambiguation (via description) batch_69b55ae09ac48190a014aaf5b309e029 completed March 14, 2026, 12:56 p.m.
Created at: March 9, 2026, 3:36 p.m.