Triple

T20820925
Position Surface form Disambiguated ID Type / Status
Subject Randal Keynes E512570 entity
Predicate familyName P18 FINISHED
Object Keynes
Keynes is a notable English surname most famously associated with the economist John Maynard Keynes and his influential contributions to modern macroeconomic theory.
E1175013 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: Keynes | Statement: [Randal Keynes, familyName, Keynes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keynes
Context triple: [Randal Keynes, familyName, Keynes]
  • A. John
    John Parke Custis was the son of Martha Washington and stepson of George Washington, known as a Virginia planter and member of the colonial gentry.
  • B. John
    John is the given name of John Deacon, the English musician best known as the bassist for the rock band Queen.
  • C. John
    John is the given name of John Maynard Harlan, an American lawyer and politician from Chicago active in the late 19th and early 20th centuries.
  • D. John
    John, known historically as Infante John, Duke of Viseu, was a 15th-century Portuguese prince and nobleman from the House of Aviz.
  • E. John
    John is the given first name of Buck Freeman, an American professional baseball player from the late 19th and early 20th centuries.
  • 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: Keynes
Triple: [Randal Keynes, familyName, Keynes]
Generated description
Keynes is a notable English surname most famously associated with the economist John Maynard Keynes and his influential contributions to modern macroeconomic theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keynes
Target entity description: Keynes is a notable English surname most famously associated with the economist John Maynard Keynes and his influential contributions to modern macroeconomic theory.
  • A. Keynes chosen
    Keynes is a notable English surname most famously associated with the economist John Maynard Keynes and his influential contributions to modern macroeconomic theory.
  • B. John
    John is the given name of the American composer John Luther Adams, known for his works inspired by nature and environmental themes.
  • C. John
    John is the given name of John Boyd-Carpenter, a prominent British Conservative politician who served in several senior government positions in the mid-20th century.
  • D. John
    John is the first name of the fictional character John Connor, the prophesied leader of the human resistance in the Terminator franchise.
  • E. John
    John B. Magruder was a Confederate major general during the American Civil War, known for his leadership in the Peninsula Campaign and his flamboyant personality.
  • F. None of above.

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_69e0b4ce39108190a6e8e5df4f1c8dc5 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2f7a1548190b6ef3f1cfad37c1c completed April 21, 2026, 12:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090077c1b4819097e2023cb63b3bb3 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a0904888aa48190983a7102b22e9654 completed May 16, 2026, 11:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0908594c3881909c7ef81dfb002c6f completed May 17, 2026, 12:14 a.m.
Created at: April 16, 2026, 12:41 p.m.