Triple

T8315756
Position Surface form Disambiguated ID Type / Status
Subject Benjamin Wallfisch E194701 entity
Predicate collaboratedWith P435 FINISHED
Object David F. Sandberg
David F. Sandberg is a Swedish filmmaker best known for directing the horror films "Lights Out" and "Annabelle: Creation" and later the superhero movie "Shazam!".
E725597 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: David F. Sandberg | Statement: [Benjamin Wallfisch, collaboratedWith, David F. Sandberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David F. Sandberg
Context triple: [Benjamin Wallfisch, collaboratedWith, David F. Sandberg]
  • A. Leigh Whannell
    Leigh Whannell is an Australian screenwriter, director, actor, and producer best known for co-creating the Saw and Insidious horror film franchises.
  • B. Tomas Alfredson
    Tomas Alfredson is a Swedish film director best known internationally for his atmospheric, character-driven thrillers such as "Let the Right One In" and the espionage drama "Tinker Tailor Soldier Spy."
  • C. Gareth Edwards
    Gareth Edwards is a Welsh former rugby union scrum-half widely regarded as one of the greatest rugby players of all time.
  • D. Gareth Edwards
    Gareth Edwards is a British filmmaker known for directing large-scale science fiction and monster films such as "Monsters," "Godzilla" (2014), and "Rogue One: A Star Wars Story."
  • E. Daniel Alfredson
    Daniel Alfredson is a Swedish film director and screenwriter best known for directing adaptations in the Millennium crime novel series, including "The Girl Who Played with Fire" and "The Girl Who Kicked the Hornets' Nest."
  • 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: David F. Sandberg
Triple: [Benjamin Wallfisch, collaboratedWith, David F. Sandberg]
Generated description
David F. Sandberg is a Swedish filmmaker best known for directing the horror films "Lights Out" and "Annabelle: Creation" and later the superhero movie "Shazam!".
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David F. Sandberg
Target entity description: David F. Sandberg is a Swedish filmmaker best known for directing the horror films "Lights Out" and "Annabelle: Creation" and later the superhero movie "Shazam!".
  • A. Leigh Whannell
    Leigh Whannell is an Australian screenwriter, director, actor, and producer best known for co-creating the Saw and Insidious horror film franchises.
  • B. Tomas Alfredson
    Tomas Alfredson is a Swedish film director best known internationally for his atmospheric, character-driven thrillers such as "Let the Right One In" and the espionage drama "Tinker Tailor Soldier Spy."
  • C. Gareth Edwards
    Gareth Edwards is a Welsh former rugby union scrum-half widely regarded as one of the greatest rugby players of all time.
  • D. Gareth Edwards
    Gareth Edwards is a British filmmaker known for directing large-scale science fiction and monster films such as "Monsters," "Godzilla" (2014), and "Rogue One: A Star Wars Story."
  • E. Daniel Alfredson
    Daniel Alfredson is a Swedish film director and screenwriter best known for directing adaptations in the Millennium crime novel series, including "The Girl Who Played with Fire" and "The Girl Who Kicked the Hornets' Nest."
  • 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_69ca82e6e2648190a31eaf6f4f757b2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f540b2081908ccb1b2ed040c74e completed March 31, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd9583fa8081909778288f4c96de72 completed April 1, 2026, 10 p.m.
NEDg Description generation batch_69cdab5d649c819098a7643d5a0b7827 completed April 1, 2026, 11:33 p.m.
NED2 Entity disambiguation (via description) batch_69cdb2c2e2248190bf52466abaebfe29 completed April 2, 2026, 12:05 a.m.
Created at: March 30, 2026, 5:55 p.m.