Triple
T3115704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hereford |
E65056
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Herefordshire and Ludlow College
Herefordshire and Ludlow College is a further education college in Herefordshire, England, offering a range of vocational, academic, and apprenticeship courses to post-16 learners and adults.
|
E326971
|
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: Herefordshire and Ludlow College | Statement: [Hereford, hasEducationalInstitution, Herefordshire and Ludlow College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herefordshire and Ludlow College Context triple: [Hereford, hasEducationalInstitution, Herefordshire and Ludlow College]
-
A.
Gloucestershire College
Gloucestershire College is a further and higher education institution in Gloucestershire, England, offering a wide range of vocational, academic, and professional courses across multiple campuses.
-
B.
Newbury College
Newbury College is a further and higher education institution located in Newbury, Berkshire, England, offering a range of vocational and academic courses.
-
C.
Farnham College
Farnham College is a further education institution in Farnham, England, offering a range of academic and vocational courses for post-16 students.
-
D.
Banbury and Bicester College
Banbury and Bicester College is a further education college in Oxfordshire, England, offering vocational courses, apprenticeships, and adult learning across a range of subjects.
-
E.
University of Gloucestershire
The University of Gloucestershire is a public university in England known for its vocationally focused courses, strong links with local industry, and multiple campuses across the county including in Gloucester and Cheltenham.
- 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: Herefordshire and Ludlow College Triple: [Hereford, hasEducationalInstitution, Herefordshire and Ludlow College]
Generated description
Herefordshire and Ludlow College is a further education college in Herefordshire, England, offering a range of vocational, academic, and apprenticeship courses to post-16 learners and adults.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herefordshire and Ludlow College Target entity description: Herefordshire and Ludlow College is a further education college in Herefordshire, England, offering a range of vocational, academic, and apprenticeship courses to post-16 learners and adults.
-
A.
Gloucestershire College
Gloucestershire College is a further and higher education institution in Gloucestershire, England, offering a wide range of vocational, academic, and professional courses across multiple campuses.
-
B.
Newbury College
Newbury College is a further and higher education institution located in Newbury, Berkshire, England, offering a range of vocational and academic courses.
-
C.
Farnham College
Farnham College is a further education institution in Farnham, England, offering a range of academic and vocational courses for post-16 students.
-
D.
Banbury and Bicester College
Banbury and Bicester College is a further education college in Oxfordshire, England, offering vocational courses, apprenticeships, and adult learning across a range of subjects.
-
E.
University of Gloucestershire
The University of Gloucestershire is a public university in England known for its vocationally focused courses, strong links with local industry, and multiple campuses across the county including in Gloucester and Cheltenham.
- 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_69ad857fcc088190b0c4d45a5cde6f61 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada4e40bc48190b9b17c706a2450d5 |
completed | March 8, 2026, 4:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2039d9d408190b01e45f0ced5ca3d |
completed | March 12, 2026, 12:06 a.m. |
| NEDg | Description generation | batch_69b20547c0008190ac2589f54111bad9 |
completed | March 12, 2026, 12:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b205bff1d88190a9bb212d9a607f18 |
completed | March 12, 2026, 12:16 a.m. |
Created at: March 8, 2026, 3:04 p.m.