Triple

T20385103
Position Surface form Disambiguated ID Type / Status
Subject Almost Angels E497938 entity
Predicate screenwriter P2831 FINISHED
Object George Hurdalek
George Hurdalek was a German screenwriter and film director known for his work on numerous mid-20th-century German films.
 E1457480 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: George Hurdalek | Statement: [Almost Angels, screenwriter, George Hurdalek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Hurdalek
Context triple: [Almost Angels, screenwriter, George Hurdalek]
  • A. Charles Rettig
    Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
  • B. John Kundla
    John Kundla was a Hall of Fame American basketball coach best known for leading the Minneapolis Lakers to multiple early NBA championships.
  • C. Philip Hurlic
    Philip Hurlic was an American child actor of the 1930s and 1940s who appeared in numerous films, often in uncredited but memorable supporting roles.
  • D. Philip Hulitar
    Philip Hulitar was an American fashion designer and philanthropist known for his elegant couture work and for supporting the arts, including through the sculpture garden that bears his name.
  • E. Frank Hagney
    Frank Hagney was an Australian-born character actor known for his numerous supporting roles in American films during the early to mid-20th century.
  • 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: George Hurdalek
Triple: [Almost Angels, screenwriter, George Hurdalek]
Generated description
George Hurdalek was a German screenwriter and film director known for his work on numerous mid-20th-century German films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Hurdalek
Target entity description: George Hurdalek was a German screenwriter and film director known for his work on numerous mid-20th-century German films.
  • A. Charles Rettig
    Charles Rettig is an American tax attorney who served as the Commissioner of the Internal Revenue Service (IRS) from 2018 to 2022.
  • B. John Kundla
    John Kundla was a Hall of Fame American basketball coach best known for leading the Minneapolis Lakers to multiple early NBA championships.
  • C. Philip Hurlic
    Philip Hurlic was an American child actor of the 1930s and 1940s who appeared in numerous films, often in uncredited but memorable supporting roles.
  • D. Philip Hulitar
    Philip Hulitar was an American fashion designer and philanthropist known for his elegant couture work and for supporting the arts, including through the sculpture garden that bears his name.
  • E. Frank Hagney
    Frank Hagney was an Australian-born character actor known for his numerous supporting roles in American films during the early to mid-20th century.
  • 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_69e0b4a71ebc8190b153a36c738730f4 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6790a31a4819099b2e6df2bafe547 completed April 20, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a091fad8f788190aa25fa73476d39ba completed May 17, 2026, 1:53 a.m.
NEDg Description generation batch_6a09204848848190acdd189dc88990ed completed May 17, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0920c819a08190b040bb9e89309eb9 completed May 17, 2026, 1:58 a.m.
Created at: April 16, 2026, 11:28 a.m.