Triple

T10512457
Position Surface form Disambiguated ID Type / Status
Subject Love and Hisses E247948 entity
Predicate hasCastMember P2308 FINISHED
Object Paul Hurst
Paul Hurst was an American character actor and director known for his prolific appearances in Hollywood films from the silent era through the 1950s, often playing tough or comedic supporting roles.
 E868128 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: Paul Hurst | Statement: [Love and Hisses, hasCastMember, Paul Hurst]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Hurst
Context triple: [Love and Hisses, hasCastMember, Paul Hurst]
  • A. Douglas Shearer
    Douglas Shearer was a pioneering Canadian-American sound engineer and special effects designer in Hollywood, renowned for his groundbreaking work at MGM and multiple Academy Awards.
  • B. Mark Hughes
    Mark Hughes is a former Welsh professional footballer and manager best known as a prolific striker for Manchester United and as a key figure for the Wales national team.
  • C. Steven Davis
    Steven Davis is a Northern Irish professional footballer and midfielder renowned for his long international career and captaincy of the Northern Ireland national team, as well as successful club spells with Rangers and Southampton.
  • D. Bill Gartley
    Bill Gartley is the ruthless and sadistic owner of a laundry factory in the horror film "The Mangler," where a possessed industrial machine terrorizes workers.
  • E. Jamie Cairney
    Jamie Cairney is a cinematographer best known for his work on the political satire film "In the Loop."
  • 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: Paul Hurst
Triple: [Love and Hisses, hasCastMember, Paul Hurst]
Generated description
Paul Hurst was an American character actor and director known for his prolific appearances in Hollywood films from the silent era through the 1950s, often playing tough or comedic supporting roles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Hurst
Target entity description: Paul Hurst was an American character actor and director known for his prolific appearances in Hollywood films from the silent era through the 1950s, often playing tough or comedic supporting roles.
  • A. Douglas Shearer
    Douglas Shearer was a pioneering Canadian-American sound engineer and special effects designer in Hollywood, renowned for his groundbreaking work at MGM and multiple Academy Awards.
  • B. Mark Hughes
    Mark Hughes is a former Welsh professional footballer and manager best known as a prolific striker for Manchester United and as a key figure for the Wales national team.
  • C. Steven Davis
    Steven Davis is a Northern Irish professional footballer and midfielder renowned for his long international career and captaincy of the Northern Ireland national team, as well as successful club spells with Rangers and Southampton.
  • D. Bill Gartley
    Bill Gartley is the ruthless and sadistic owner of a laundry factory in the horror film "The Mangler," where a possessed industrial machine terrorizes workers.
  • E. Jamie Cairney
    Jamie Cairney is a cinematographer best known for his work on the political satire film "In the Loop."
  • 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_69d381c4aa948190942e1d803143fb0e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509ca214481909b3ed9265e7a6704 completed April 7, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dcf65f808190993dbacde2df20eb completed April 10, 2026, 11:20 a.m.
NEDg Description generation batch_69d8e8ca94508190a2a6beca7f01fbd8 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d9020bce488190b78e555cdd5caec4 completed April 10, 2026, 1:58 p.m.
Created at: April 6, 2026, 12:27 p.m.