Triple

T5317341
Position Surface form Disambiguated ID Type / Status
Subject Emma (1996 film) E121582 entity
Predicate starring P1507 FINISHED
Object Denys Hawthorne
Denys Hawthorne was a Northern Irish actor known for his work in British television, film, and theatre.
 E510502 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: Denys Hawthorne | Statement: [Emma (1996 film), starring, Denys Hawthorne]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Denys Hawthorne
Context triple: [Emma (1996 film), starring, Denys Hawthorne]
  • A. Pierce Hawthorne
    Pierce Hawthorne is a wealthy, bigoted, and often clueless older student at Greendale Community College in the sitcom "Community," known for his inappropriate remarks and strained relationships with the study group.
  • B. Julian Hawthorne
    Julian Hawthorne was an American writer and journalist, best known as the son of novelist Nathaniel Hawthorne and for his own novels, biographies, and controversial involvement in a stock fraud scandal.
  • C. Walter Finch
    Walter Finch is the elusive and morally ambiguous antagonist in the psychological thriller film "Insomnia" (2002), portrayed by Robin Williams.
  • D. Elias Loomis
    Elias Loomis was a 19th-century American mathematician and physicist known for his work in astronomy, meteorology, and mathematical education.
  • E. Dr. Wilson Cary Swann
    Dr. Wilson Cary Swann was a Philadelphia physician and civic leader best known as the founder of the Philadelphia Fountain Society, which promoted public drinking fountains in the city.
  • 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: Denys Hawthorne
Triple: [Emma (1996 film), starring, Denys Hawthorne]
Generated description
Denys Hawthorne was a Northern Irish actor known for his work in British television, film, and theatre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Denys Hawthorne
Target entity description: Denys Hawthorne was a Northern Irish actor known for his work in British television, film, and theatre.
  • A. Pierce Hawthorne
    Pierce Hawthorne is a wealthy, bigoted, and often clueless older student at Greendale Community College in the sitcom "Community," known for his inappropriate remarks and strained relationships with the study group.
  • B. Julian Hawthorne
    Julian Hawthorne was an American writer and journalist, best known as the son of novelist Nathaniel Hawthorne and for his own novels, biographies, and controversial involvement in a stock fraud scandal.
  • C. Walter Finch
    Walter Finch is the elusive and morally ambiguous antagonist in the psychological thriller film "Insomnia" (2002), portrayed by Robin Williams.
  • D. Elias Loomis
    Elias Loomis was a 19th-century American mathematician and physicist known for his work in astronomy, meteorology, and mathematical education.
  • E. Dr. Wilson Cary Swann
    Dr. Wilson Cary Swann was a Philadelphia physician and civic leader best known as the founder of the Philadelphia Fountain Society, which promoted public drinking fountains in the city.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd854fd07c8190b4f1c3c8e618c308 completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf1111f104819094d7646dec32fad2 completed March 21, 2026, 9:43 p.m.
NEDg Description generation batch_69bf11a601c481908a8cb6ea2c04d6df completed March 21, 2026, 9:46 p.m.
NED2 Entity disambiguation (via description) batch_69bf127799208190a47580ed7b9ad550 completed March 21, 2026, 9:49 p.m.
Created at: March 20, 2026, 1:59 p.m.