Triple

T1887414
Position Surface form Disambiguated ID Type / Status
Subject Avengers: Age of Ultron E39993 entity
Predicate cinematographyBy P1953 FINISHED
Object Ben Davis
Ben Davis is a British cinematographer known for his work on major films including several Marvel Cinematic Universe entries.
 E252458 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: Ben Davis | Statement: [Avengers: Age of Ultron, cinematographyBy, Ben Davis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ben Davis
Context triple: [Avengers: Age of Ultron, cinematographyBy, Ben Davis]
  • A. Oscar Furlong
    Oscar Furlong was an Argentine basketball player renowned as one of the sport’s early international stars, particularly for leading Argentina to prominence in the mid-20th century.
  • B. Dwight Merriman
    Dwight Merriman is an American entrepreneur and technologist best known as a co-founder of DoubleClick and later MongoDB.
  • C. Loyal Davis
    Loyal Davis was a prominent American neurosurgeon and medical professor who became the adoptive father of future First Lady Nancy Reagan.
  • D. Fred Robinson
    Fred Robinson was an American jazz trombonist active in the 1920s and 1930s, known for his work with Louis Armstrong and other leading early jazz ensembles.
  • E. Herschel Daugherty
    Herschel Daugherty was an American film and television director best known for his prolific work in mid-20th-century TV dramas and anthology series.
  • 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: Ben Davis
Triple: [Avengers: Age of Ultron, cinematographyBy, Ben Davis]
Generated description
Ben Davis is a British cinematographer known for his work on major films including several Marvel Cinematic Universe entries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ben Davis
Target entity description: Ben Davis is a British cinematographer known for his work on major films including several Marvel Cinematic Universe entries.
  • A. Oscar Furlong
    Oscar Furlong was an Argentine basketball player renowned as one of the sport’s early international stars, particularly for leading Argentina to prominence in the mid-20th century.
  • B. Dwight Merriman
    Dwight Merriman is an American entrepreneur and technologist best known as a co-founder of DoubleClick and later MongoDB.
  • C. Loyal Davis
    Loyal Davis was a prominent American neurosurgeon and medical professor who became the adoptive father of future First Lady Nancy Reagan.
  • D. Fred Robinson
    Fred Robinson was an American jazz trombonist active in the 1920s and 1930s, known for his work with Louis Armstrong and other leading early jazz ensembles.
  • E. Herschel Daugherty
    Herschel Daugherty was an American film and television director best known for his prolific work in mid-20th-century TV dramas and anthology series.
  • 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_69a88633e4fc8190b7eb40463e048ec5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb121a3cc81909c60ac65627142d1 completed March 7, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7edf084881908bb8db8e0348bfc8 completed March 9, 2026, 8:03 a.m.
NEDg Description generation batch_69ae7faa64e48190b82e48165a931598 completed March 9, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69ae801a87a88190ae461ca164b358a4 completed March 9, 2026, 8:08 a.m.
Created at: March 4, 2026, 7:34 p.m.