Triple

T21095109
Position Surface form Disambiguated ID Type / Status
Subject Berkhamsted School E519744 entity
Predicate founder P104 FINISHED
Object John Incent
John Incent was a 16th-century English clergyman and royal chaplain to Henry VIII, best known for establishing Berkhamsted School.
E1466621 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 Incent | Statement: [Berkhamsted School, founder, John Incent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Incent
Context triple: [Berkhamsted School, founder, John Incent]
  • A. John Mordaunt
    John Mordaunt is a relative of British Conservative politician Penny Mordaunt, who has served as Leader of the House of Commons and Lord President of the Council.
  • B. John Gambold
    John Gambold was an 18th-century English clergyman and early Methodist who later became a prominent Moravian bishop and religious writer.
  • C. Edmund Brock
    Edmund Brock is a person notable enough to be recognized as a distinguished bearer of the surname Brock.
  • D. Nicholas Bacon
    Nicholas Bacon was a prominent 16th-century English lawyer and statesman who served as Lord Keeper of the Great Seal under Queen Elizabeth I.
  • E. Nicholas Wotton
    Nicholas Wotton was a 16th-century English diplomat, cleric, and statesman who played a prominent role in Tudor politics under Henry VIII and Edward VI.
  • 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 Incent
Triple: [Berkhamsted School, founder, John Incent]
Generated description
John Incent was a 16th-century English clergyman and royal chaplain to Henry VIII, best known for establishing Berkhamsted School.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Incent
Target entity description: John Incent was a 16th-century English clergyman and royal chaplain to Henry VIII, best known for establishing Berkhamsted School.
  • A. John Mordaunt
    John Mordaunt is a relative of British Conservative politician Penny Mordaunt, who has served as Leader of the House of Commons and Lord President of the Council.
  • B. John Gambold
    John Gambold was an 18th-century English clergyman and early Methodist who later became a prominent Moravian bishop and religious writer.
  • C. Edmund Brock
    Edmund Brock is a person notable enough to be recognized as a distinguished bearer of the surname Brock.
  • D. Nicholas Bacon
    Nicholas Bacon was a prominent 16th-century English lawyer and statesman who served as Lord Keeper of the Great Seal under Queen Elizabeth I.
  • E. Nicholas Wotton
    Nicholas Wotton was a 16th-century English diplomat, cleric, and statesman who played a prominent role in Tudor politics under Henry VIII and Edward VI.
  • 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_69e0b508d8dc81909be940dafe36c8f7 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e71b5845f88190a16f3df157f0906c completed April 21, 2026, 6:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a095a5e7f048190b485f392105666d2 completed May 17, 2026, 6:04 a.m.
NEDg Description generation batch_6a095b6d25f8819097334c13ef37003e completed May 17, 2026, 6:08 a.m.
NED2 Entity disambiguation (via description) batch_6a095c7c8840819087c9860a75314b83 completed May 17, 2026, 6:13 a.m.
Created at: April 16, 2026, 2:52 p.m.