Triple
T10154765
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cuffley |
E232744
|
entity |
| Predicate | hasAmenity |
P105
|
FINISHED |
| Object |
Cuffley School
Cuffley School is a local educational institution serving the community of Cuffley, England.
|
E843620
|
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: Cuffley School | Statement: [Cuffley, hasAmenity, Cuffley School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cuffley School Context triple: [Cuffley, hasAmenity, Cuffley School]
-
A.
Luffield Abbey School
Luffield Abbey School was an English independent school known for educating playwright and screenwriter Christopher Hampton during his early years.
-
B.
Leighton Park School
Leighton Park School is a co-educational Quaker independent school in Reading, England, known for its progressive ethos and emphasis on social responsibility.
-
C.
Chigwell School
Chigwell School is a historic independent day and boarding school in Essex, England, known for educating notable figures including Quaker leader and Pennsylvania founder William Penn.
-
D.
Kennet School
Kennet School is a secondary school and sixth form serving the town of Thatcham in Berkshire, England.
-
E.
Uckfield College
Uckfield College is a secondary school and sixth form educational institution located in the town of Uckfield in East Sussex, England.
- 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: Cuffley School Triple: [Cuffley, hasAmenity, Cuffley School]
Generated description
Cuffley School is a local educational institution serving the community of Cuffley, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cuffley School Target entity description: Cuffley School is a local educational institution serving the community of Cuffley, England.
-
A.
Luffield Abbey School
Luffield Abbey School was an English independent school known for educating playwright and screenwriter Christopher Hampton during his early years.
-
B.
Leighton Park School
Leighton Park School is a co-educational Quaker independent school in Reading, England, known for its progressive ethos and emphasis on social responsibility.
-
C.
Chigwell School
Chigwell School is a historic independent day and boarding school in Essex, England, known for educating notable figures including Quaker leader and Pennsylvania founder William Penn.
-
D.
Kennet School
Kennet School is a secondary school and sixth form serving the town of Thatcham in Berkshire, England.
-
E.
Uckfield College
Uckfield College is a secondary school and sixth form educational institution located in the town of Uckfield in East Sussex, England.
- 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_69ca84885e48819088a31b127cf44904 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cdec38f594819088a7eb73fc25feff |
completed | April 2, 2026, 4:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2e6541e488190814e6395f219eb12 |
completed | April 5, 2026, 10:46 p.m. |
| NEDg | Description generation | batch_69d2e7408e58819083c43e334a87a09f |
completed | April 5, 2026, 10:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2e7b854d08190ac2af642970b7f09 |
completed | April 5, 2026, 10:52 p.m. |
Created at: March 30, 2026, 9:08 p.m.