Triple
T40208
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Clementine Churchill |
E794
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object |
Berkhamsted School for Girls
Berkhamsted School for Girls is an independent girls' school in Berkhamsted, Hertfordshire, England, known for educating notable figures including Clementine Churchill.
|
E10807
|
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: Berkhamsted School for Girls | Statement: [Clementine Churchill, educatedAt, Berkhamsted School for Girls]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkhamsted School for Girls Context triple: [Clementine Churchill, educatedAt, Berkhamsted School for Girls]
-
A.
Harrow School
Harrow School is a prestigious independent boarding school for boys in London, England, renowned for educating numerous prominent figures in British political and cultural life.
-
B.
Winn Brook School
Winn Brook School is a public elementary school serving young students in the Belmont, Massachusetts community.
-
C.
Eton College
Eton College is a prestigious independent boarding school for boys in England, renowned for educating numerous British prime ministers and other prominent figures.
-
D.
Winchester College
Winchester College is one of England’s oldest and most prestigious independent boarding schools, renowned for its rigorous academic tradition and historic campus in Winchester, Hampshire.
-
E.
Emanuel School
Emanuel School is an independent co-educational day school in London, England, known for its strong academic reputation and notable alumni including World Wide Web inventor Tim Berners-Lee.
- 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: Berkhamsted School for Girls Triple: [Clementine Churchill, educatedAt, Berkhamsted School for Girls]
Generated description
Berkhamsted School for Girls is an independent girls' school in Berkhamsted, Hertfordshire, England, known for educating notable figures including Clementine Churchill.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkhamsted School for Girls Target entity description: Berkhamsted School for Girls is an independent girls' school in Berkhamsted, Hertfordshire, England, known for educating notable figures including Clementine Churchill.
-
A.
Harrow School
Harrow School is a prestigious independent boarding school for boys in London, England, renowned for educating numerous prominent figures in British political and cultural life.
-
B.
Winn Brook School
Winn Brook School is a public elementary school serving young students in the Belmont, Massachusetts community.
-
C.
Eton College
Eton College is a prestigious independent boarding school for boys in England, renowned for educating numerous British prime ministers and other prominent figures.
-
D.
Winchester College
Winchester College is one of England’s oldest and most prestigious independent boarding schools, renowned for its rigorous academic tradition and historic campus in Winchester, Hampshire.
-
E.
Emanuel School
Emanuel School is an independent co-educational day school in London, England, known for its strong academic reputation and notable alumni including World Wide Web inventor Tim Berners-Lee.
- 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_69a247a8f6c08190bac804906d62ed5a |
completed | Feb. 28, 2026, 1:40 a.m. |
| NER | Named-entity recognition | batch_69a24adf3640819095576e072fb5d9a8 |
completed | Feb. 28, 2026, 1:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a275df03dc81908c338b656feb9635 |
completed | Feb. 28, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69a2770e91e081908c717b4a449e0a3e |
completed | Feb. 28, 2026, 5:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a278a3b7f88190b10bf9d74cb68282 |
completed | Feb. 28, 2026, 5:09 a.m. |
Created at: Feb. 28, 2026, 1:46 a.m.