Triple

T131034
Position Surface form Disambiguated ID Type / Status
Subject Darwin E2653 entity
Predicate hasNotableBearer P458 FINISHED
Object John Darwin (civil servant)
John Darwin is a British former civil servant infamous for faking his own death in a canoeing accident in 2002 as part of an insurance fraud scheme.
E15209 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: John Darwin (civil servant) | Statement: [Darwin, hasNotableBearer, John Darwin (civil servant)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Darwin (civil servant)
Context triple: [Darwin, hasNotableBearer, John Darwin (civil servant)]
  • A. John Darwin (historian)
    John Darwin is a British historian known for his influential work on the history of the British Empire, global imperialism, and decolonization.
  • B. Horace Darwin
    Horace Darwin was a British engineer and industrialist, co-founder of the Cambridge Scientific Instrument Company and a leading figure in the development of precision scientific instruments in the late 19th and early 20th centuries.
  • C. Leonard Darwin
    Leonard Darwin was a British soldier, politician, and eugenicist, best known as one of Charles Darwin’s sons and a prominent early 20th-century advocate of eugenics.
  • D. Francis Darwin
    Francis Darwin was an English botanist and son of Charles Darwin, known for his pioneering work on plant physiology and the study of phototropism.
  • E. William Erasmus Darwin
    William Erasmus Darwin was the eldest son of naturalist Charles Darwin, known primarily for his role in the Darwin family and his career as a banker.
  • 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: John Darwin (civil servant)
Triple: [Darwin, hasNotableBearer, John Darwin (civil servant)]
Generated description
John Darwin is a British former civil servant infamous for faking his own death in a canoeing accident in 2002 as part of an insurance fraud scheme.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Darwin (civil servant)
Target entity description: John Darwin is a British former civil servant infamous for faking his own death in a canoeing accident in 2002 as part of an insurance fraud scheme.
  • A. John Darwin (historian)
    John Darwin is a British historian known for his influential work on the history of the British Empire, global imperialism, and decolonization.
  • B. Horace Darwin
    Horace Darwin was a British engineer and industrialist, co-founder of the Cambridge Scientific Instrument Company and a leading figure in the development of precision scientific instruments in the late 19th and early 20th centuries.
  • C. Leonard Darwin
    Leonard Darwin was a British soldier, politician, and eugenicist, best known as one of Charles Darwin’s sons and a prominent early 20th-century advocate of eugenics.
  • D. Francis Darwin
    Francis Darwin was an English botanist and son of Charles Darwin, known for his pioneering work on plant physiology and the study of phototropism.
  • E. William Erasmus Darwin
    William Erasmus Darwin was the eldest son of naturalist Charles Darwin, known primarily for his role in the Darwin family and his career as a banker.
  • 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_69a2520c0f3481908b0ed054a2fca8d0 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a25785ad5c819097c00f31719fea7e completed Feb. 28, 2026, 2:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2aa46feb88190811b3db0f47325d7 completed Feb. 28, 2026, 8:41 a.m.
NEDg Description generation batch_69a2ac372024819080e123e726aecee0 completed Feb. 28, 2026, 8:49 a.m.
NED2 Entity disambiguation (via description) batch_69a2acb4879081908b303636922f10a0 completed Feb. 28, 2026, 8:52 a.m.
Created at: Feb. 28, 2026, 2:30 a.m.