Triple

T14329705
Position Surface form Disambiguated ID Type / Status
Subject Cuckoo E355312 entity
Predicate createdBy P806 FINISHED
Object Robin French
Robin French is a British writer and screenwriter best known for co-creating and writing the BBC sitcom "Cuckoo."
 E1093818 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: Robin French | Statement: [Cuckoo, createdBy, Robin French]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robin French
Context triple: [Cuckoo, createdBy, Robin French]
  • A. Emily Harriet Kerrison
    Emily Harriet Kerrison was a 19th-century British aristocrat known primarily as the wife of Philip Henry Stanhope, 5th Earl Stanhope.
  • B. Rachel Kempson
    Rachel Kempson was an English actress and matriarch of the Redgrave acting family, known for her extensive stage and film career.
  • C. Lee Latchford-Evans
    Lee Latchford-Evans is a British singer, dancer, and actor best known as a member of the pop group Steps.
  • D. Chantal Thomas
    Chantal Thomas is a French writer, historian, and essayist known for her works on 18th-century France and the final days of Marie Antoinette.
  • E. Moria Campbell
    Moria Campbell is a British ceremonial official who serves as the monarch’s representative in West Lothian, Scotland.
  • 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: Robin French
Triple: [Cuckoo, createdBy, Robin French]
Generated description
Robin French is a British writer and screenwriter best known for co-creating and writing the BBC sitcom "Cuckoo."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robin French
Target entity description: Robin French is a British writer and screenwriter best known for co-creating and writing the BBC sitcom "Cuckoo."
  • A. Emily Harriet Kerrison
    Emily Harriet Kerrison was a 19th-century British aristocrat known primarily as the wife of Philip Henry Stanhope, 5th Earl Stanhope.
  • B. Rachel Kempson
    Rachel Kempson was an English actress and matriarch of the Redgrave acting family, known for her extensive stage and film career.
  • C. Lee Latchford-Evans
    Lee Latchford-Evans is a British singer, dancer, and actor best known as a member of the pop group Steps.
  • D. Chantal Thomas
    Chantal Thomas is a French writer, historian, and essayist known for her works on 18th-century France and the final days of Marie Antoinette.
  • E. Moria Campbell
    Moria Campbell is a British ceremonial official who serves as the monarch’s representative in West Lothian, Scotland.
  • 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_69d8278fa2108190bc0d0e7939c1eb03 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8c1def0081908f03cda8e84d20c0 completed April 14, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd46943dac819092f5935d9d312949 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd4811e2808190b559d8348079ae8f completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd48d827488190b4a494d4da64ba51 completed May 8, 2026, 2:22 a.m.
Created at: April 10, 2026, 1:13 a.m.