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.