Triple

T18206102
Position Surface form Disambiguated ID Type / Status
Subject Dornford Yates E435907 entity
Predicate notableWork P4 FINISHED
Object Berry and Co.
Berry and Co. is a humorous collection of interconnected short stories by British author Dornford Yates, featuring the witty adventures of the eccentric Pleydell family.
 E1311938 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: Berry and Co. | Statement: [Dornford Yates, notableWork, Berry and Co.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berry and Co.
Context triple: [Dornford Yates, notableWork, Berry and Co.]
  • A. Brewster & Co.
    Brewster & Co. was a prestigious American coachbuilding firm renowned for crafting luxurious custom bodies for high-end automobiles in the early 20th century.
  • B. Barry & Sons
    Barry & Sons was a British civil engineering firm associated with prominent engineer Sir John Wolfe Barry, known for major infrastructure and bridge projects in the late 19th and early 20th centuries.
  • C. Bache & Co.
    Bache & Co. was a prominent American investment banking and brokerage firm that operated on Wall Street during much of the 20th century.
  • D. Burnham & Co.
    Burnham & Co. was a prominent architectural firm led by Daniel Burnham, known for designing significant civic and commercial buildings in the late 19th and early 20th centuries.
  • E. Shirley & Company
    Shirley & Company was a 1970s American disco group best known for their international hit single "Shame, Shame, Shame."
  • 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: Berry and Co.
Triple: [Dornford Yates, notableWork, Berry and Co.]
Generated description
Berry and Co. is a humorous collection of interconnected short stories by British author Dornford Yates, featuring the witty adventures of the eccentric Pleydell family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berry and Co.
Target entity description: Berry and Co. is a humorous collection of interconnected short stories by British author Dornford Yates, featuring the witty adventures of the eccentric Pleydell family.
  • A. Brewster & Co.
    Brewster & Co. was a prestigious American coachbuilding firm renowned for crafting luxurious custom bodies for high-end automobiles in the early 20th century.
  • B. Barry & Sons
    Barry & Sons was a British civil engineering firm associated with prominent engineer Sir John Wolfe Barry, known for major infrastructure and bridge projects in the late 19th and early 20th centuries.
  • C. Bache & Co.
    Bache & Co. was a prominent American investment banking and brokerage firm that operated on Wall Street during much of the 20th century.
  • D. Burnham & Co.
    Burnham & Co. was a prominent architectural firm led by Daniel Burnham, known for designing significant civic and commercial buildings in the late 19th and early 20th centuries.
  • E. Shirley & Company
    Shirley & Company was a 1970s American disco group best known for their international hit single "Shame, Shame, Shame."
  • 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_69d8b90dba6481908e119eb9aa4ca0cb completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e2234b988190bbe2c2164d61f65f completed April 19, 2026, 2:09 p.m.
NED1 Entity disambiguation (via context triple) batch_6a039f10036c8190a1537632a19f0e23 completed May 12, 2026, 9:43 p.m.
NEDg Description generation batch_6a039febd13881908423ee008d3ba1c3 completed May 12, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a03a088b4a0819093720af0308060ee completed May 12, 2026, 9:50 p.m.
Created at: April 10, 2026, 10:32 a.m.