Triple
T4457534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Witham |
E97765
|
entity |
| Predicate | hasSecondarySchool |
P3445
|
FINISHED |
| Object |
Maltings Academy
Maltings Academy is a coeducational secondary school and sixth form located in Witham, Essex, England.
|
E442153
|
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: Maltings Academy | Statement: [Witham, hasSecondarySchool, Maltings Academy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maltings Academy Context triple: [Witham, hasSecondarySchool, Maltings Academy]
-
A.
Allhallows School
Allhallows School was an independent English boarding school known for educating several notable military and public figures.
-
B.
West School
West School is a public elementary school serving students in the New Canaan, Connecticut community.
-
C.
Marling School
Marling School is a selective grammar school for boys located in Stroud, Gloucestershire, England.
-
D.
Kateri School
Kateri School is an educational institution serving the community of Kahnawà:ke, a Mohawk territory near Montreal, Canada.
-
E.
Grizedale College
Grizedale College is one of the constituent colleges of Lancaster University, known for its modern accommodation, vibrant social scene, and active student community.
- 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: Maltings Academy Triple: [Witham, hasSecondarySchool, Maltings Academy]
Generated description
Maltings Academy is a coeducational secondary school and sixth form located in Witham, Essex, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maltings Academy Target entity description: Maltings Academy is a coeducational secondary school and sixth form located in Witham, Essex, England.
-
A.
Allhallows School
Allhallows School was an independent English boarding school known for educating several notable military and public figures.
-
B.
West School
West School is a public elementary school serving students in the New Canaan, Connecticut community.
-
C.
Marling School
Marling School is a selective grammar school for boys located in Stroud, Gloucestershire, England.
-
D.
Kateri School
Kateri School is an educational institution serving the community of Kahnawà:ke, a Mohawk territory near Montreal, Canada.
-
E.
Grizedale College
Grizedale College is one of the constituent colleges of Lancaster University, known for its modern accommodation, vibrant social scene, and active student community.
- 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_69b3454777808190b78aa9047ba1f018 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356434e9481908f883c09e0908f6b |
completed | March 13, 2026, 12:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6282ea6308190b726a9f8176d4d1b |
completed | March 15, 2026, 3:31 a.m. |
| NEDg | Description generation | batch_69b6295218e88190a48e8bfeb2febe2e |
completed | March 15, 2026, 3:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62b05bcec8190a0c8d1c0e5a62c75 |
completed | March 15, 2026, 3:44 a.m. |
Created at: March 12, 2026, 11:33 p.m.