Triple
T3115702
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hereford |
E65056
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Hereford College of Arts
Hereford College of Arts is a specialist arts institution in Hereford, England, offering creative degrees and courses in disciplines such as fine art, design, media, and performing arts.
|
E326969
|
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: Hereford College of Arts | Statement: [Hereford, hasEducationalInstitution, Hereford College of Arts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hereford College of Arts Context triple: [Hereford, hasEducationalInstitution, Hereford College of Arts]
-
A.
Arts University Bournemouth
Arts University Bournemouth is a specialist higher education institution in England focused on art, design, media, and performance disciplines.
-
B.
Salisbury College of Art
Salisbury College of Art is an art and design institution in Salisbury, England, known for training creative professionals including actor Joseph Fiennes.
-
C.
University of Winchester
The University of Winchester is a public university in the city of Winchester in Hampshire, England, known for its focus on liberal arts, education, and social justice.
-
D.
Anglia Ruskin University
Anglia Ruskin University is a modern public university in the United Kingdom known for its campuses in Cambridge and other eastern English cities, offering a wide range of professional and academic programs.
-
E.
University of Huddersfield
The University of Huddersfield is a public research university in the town of Huddersfield, England, known for its vocationally oriented courses and strong links with industry.
- 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: Hereford College of Arts Triple: [Hereford, hasEducationalInstitution, Hereford College of Arts]
Generated description
Hereford College of Arts is a specialist arts institution in Hereford, England, offering creative degrees and courses in disciplines such as fine art, design, media, and performing arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hereford College of Arts Target entity description: Hereford College of Arts is a specialist arts institution in Hereford, England, offering creative degrees and courses in disciplines such as fine art, design, media, and performing arts.
-
A.
Arts University Bournemouth
Arts University Bournemouth is a specialist higher education institution in England focused on art, design, media, and performance disciplines.
-
B.
Salisbury College of Art
Salisbury College of Art is an art and design institution in Salisbury, England, known for training creative professionals including actor Joseph Fiennes.
-
C.
University of Winchester
The University of Winchester is a public university in the city of Winchester in Hampshire, England, known for its focus on liberal arts, education, and social justice.
-
D.
Anglia Ruskin University
Anglia Ruskin University is a modern public university in the United Kingdom known for its campuses in Cambridge and other eastern English cities, offering a wide range of professional and academic programs.
-
E.
University of Huddersfield
The University of Huddersfield is a public research university in the town of Huddersfield, England, known for its vocationally oriented courses and strong links with industry.
- 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.