Triple
T8517578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thornton-Cleveleys |
E201611
|
entity |
| Predicate | hasSecondarySchool |
P3445
|
FINISHED |
| Object |
Millfield Science & Performing Arts College
Millfield Science & Performing Arts College is a secondary school in Thornton-Cleveleys, Lancashire, England, specializing in science and the performing arts.
|
E739528
|
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: Millfield Science & Performing Arts College | Statement: [Thornton-Cleveleys, hasSecondarySchool, Millfield Science & Performing Arts College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millfield Science & Performing Arts College Context triple: [Thornton-Cleveleys, hasSecondarySchool, Millfield Science & Performing Arts College]
-
A.
Millfield School
Millfield School is a prominent independent co-educational boarding school in Somerset, England, renowned for its strong emphasis on both academics and elite sports.
-
B.
Mill Hill School
Mill Hill School is a historic independent co-educational day and boarding school in north London known for its strong academic tradition and notable alumni.
-
C.
Coal Hill Academy
Coal Hill Academy is a fictional London secondary school in the Doctor Who universe that serves as the primary setting for the spin-off series "Class."
-
D.
Robert Bloomfield Academy
Robert Bloomfield Academy is a primary school serving the local community in Shefford, Bedfordshire, England.
-
E.
Midland District Grammar School
Midland District Grammar School was a 19th-century educational institution in Upper Canada attended by future Canadian prime minister John A. Macdonald.
- 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: Millfield Science & Performing Arts College Triple: [Thornton-Cleveleys, hasSecondarySchool, Millfield Science & Performing Arts College]
Generated description
Millfield Science & Performing Arts College is a secondary school in Thornton-Cleveleys, Lancashire, England, specializing in science and the performing arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Millfield Science & Performing Arts College Target entity description: Millfield Science & Performing Arts College is a secondary school in Thornton-Cleveleys, Lancashire, England, specializing in science and the performing arts.
-
A.
Millfield School
Millfield School is a prominent independent co-educational boarding school in Somerset, England, renowned for its strong emphasis on both academics and elite sports.
-
B.
Mill Hill School
Mill Hill School is a historic independent co-educational day and boarding school in north London known for its strong academic tradition and notable alumni.
-
C.
Coal Hill Academy
Coal Hill Academy is a fictional London secondary school in the Doctor Who universe that serves as the primary setting for the spin-off series "Class."
-
D.
Robert Bloomfield Academy
Robert Bloomfield Academy is a primary school serving the local community in Shefford, Bedfordshire, England.
-
E.
Midland District Grammar School
Midland District Grammar School was a 19th-century educational institution in Upper Canada attended by future Canadian prime minister John A. Macdonald.
- 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_69ca8321bb44819081b74df0b710276d |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe626787c819087e72dd76b2d9310 |
completed | March 31, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4e6c93d081909da2a748b0fa6fd3 |
completed | April 2, 2026, 11:09 a.m. |
| NEDg | Description generation | batch_69ce4ffc30e08190b71e941d63d56015 |
completed | April 2, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce54dc664081908ff63ec7f92834d7 |
completed | April 2, 2026, 11:37 a.m. |
Created at: March 30, 2026, 6:15 p.m.