Triple

T15756595
Position Surface form Disambiguated ID Type / Status
Subject Richard Keynes E381981 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: [Richard Keynes, familyName, Keynes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keynes
Context triple: [Richard Keynes, familyName, Keynes]
  • A. John
    John is the given name of John Bardeen, the American physicist who uniquely won the Nobel Prize in Physics twice for his work on the transistor and superconductivity.
  • B. John
    John is the given name of John Frank Stevens, the American civil engineer best known for his pivotal role in the construction of the Panama Canal.
  • C. John
    John is the birth name of American actor Jack Lemmon, a celebrated star of classic films such as "Some Like It Hot" and "The Apartment."
  • D. John
    John C. Calhoun was a prominent 19th-century American statesman and political theorist who served as U.S. vice president, senator, and a leading proponent of states’ rights and slavery.
  • E. John
    John is the given name of John Page, an American statesman who served as Governor of Virginia in the late 18th century.
  • 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: [Richard 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. John
    John is the given name of John Frank Stevens, the American civil engineer best known for his pivotal role in the construction of the Panama Canal.
  • B. John
    John is the birth name of American actor Jack Lemmon, a celebrated star of classic films such as "Some Like It Hot" and "The Apartment."
  • C. John
    John C. Calhoun was a prominent 19th-century American statesman and political theorist who served as U.S. vice president, senator, and a leading proponent of states’ rights and slavery.
  • D. 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.
  • E. John
    John is the given name of John André, the British Army officer and spymaster during the American Revolutionary War who was executed for his role in Benedict Arnold’s treason.
  • 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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e050b1ff4881909d5240d1d30f5c8b completed April 16, 2026, 3 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff877311dc8190b55fe7ca5c0843da completed May 9, 2026, 7:13 p.m.
NEDg Description generation batch_69ff881731ac8190baa3cea2c9b7975b completed May 9, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69ff88cfbe388190b20c426b4c745f92 completed May 9, 2026, 7:19 p.m.
Created at: April 10, 2026, 4:47 a.m.