Triple

T5528378
Position Surface form Disambiguated ID Type / Status
Subject Before the Fact E144982 entity
Predicate author P4 FINISHED
Object Anthony Berkeley Cox
Anthony Berkeley Cox was a British crime writer and critic, best known for his influential detective novels and psychological thrillers written under the pen names Anthony Berkeley and Francis Iles.
E533299 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: Anthony Berkeley Cox | Statement: [Before the Fact, author, Anthony Berkeley Cox]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anthony Berkeley Cox
Context triple: [Before the Fact, author, Anthony Berkeley Cox]
  • A. William Robertson Coe
    William Robertson Coe was a British-born American insurance executive and philanthropist known for his wealth, art collecting, and development of grand estates such as those on Long Island.
  • B. George Cowan
    George Cowan was an American physical chemist and philanthropist best known for his work on the Manhattan Project and for founding the interdisciplinary research center, the Santa Fe Institute.
  • C. Arthur Howey Ross
    Arthur Howey "Art" Ross was a prominent early 20th-century Canadian ice hockey player, coach, and executive best known for his influential role in shaping the modern NHL and for the Art Ross Trophy named in his honor.
  • D. Walter Francis Brown
    Walter Francis Brown was an American illustrator and artist best known for his work on 19th-century books and periodicals, including providing illustrations for Mark Twain’s travel writings.
  • E. Edward Ingress Bell
    Edward Ingress Bell was a British architect known for his partnership with Sir Aston Webb on prominent late 19th- and early 20th-century public and institutional buildings in the United Kingdom.
  • 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: Anthony Berkeley Cox
Triple: [Before the Fact, author, Anthony Berkeley Cox]
Generated description
Anthony Berkeley Cox was a British crime writer and critic, best known for his influential detective novels and psychological thrillers written under the pen names Anthony Berkeley and Francis Iles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anthony Berkeley Cox
Target entity description: Anthony Berkeley Cox was a British crime writer and critic, best known for his influential detective novels and psychological thrillers written under the pen names Anthony Berkeley and Francis Iles.
  • A. William Robertson Coe
    William Robertson Coe was a British-born American insurance executive and philanthropist known for his wealth, art collecting, and development of grand estates such as those on Long Island.
  • B. George Cowan
    George Cowan was an American physical chemist and philanthropist best known for his work on the Manhattan Project and for founding the interdisciplinary research center, the Santa Fe Institute.
  • C. Arthur Howey Ross
    Arthur Howey "Art" Ross was a prominent early 20th-century Canadian ice hockey player, coach, and executive best known for his influential role in shaping the modern NHL and for the Art Ross Trophy named in his honor.
  • D. Walter Francis Brown
    Walter Francis Brown was an American illustrator and artist best known for his work on 19th-century books and periodicals, including providing illustrations for Mark Twain’s travel writings.
  • E. Edward Ingress Bell
    Edward Ingress Bell was a British architect known for his partnership with Sir Aston Webb on prominent late 19th- and early 20th-century public and institutional buildings in the United Kingdom.
  • 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_69c008f9955881909bfa8348b56b4739 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f8b6c348190b7d414dc1907d09a completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027fe1c508190b95b7b5bda96a32d completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c03c8c734c81908f6e0618f5c50fba completed March 22, 2026, 7:01 p.m.
NED2 Entity disambiguation (via description) batch_69c03d1708708190b90723b7b0c7d45b completed March 22, 2026, 7:03 p.m.
Created at: March 22, 2026, 3:34 p.m.