Triple
T3002501
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northampton |
E81821
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Northampton
The University of Northampton is a public university in Northampton, England, known for its focus on social impact, employability, and vocationally oriented higher education.
|
E319318
|
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: University of Northampton | Statement: [Northampton, hasUniversity, University of Northampton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Northampton Context triple: [Northampton, hasUniversity, University of Northampton]
-
A.
University of Bedfordshire
The University of Bedfordshire is a modern public university in England known for its vocationally oriented courses, diverse student body, and main campus in the town of Luton.
-
B.
University of Hertfordshire
The University of Hertfordshire is a modern public university in Hatfield, England, known for its strong focus on employability, industry partnerships, and professionally oriented courses.
-
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.
University of Essex
The University of Essex is a public research university in England known for its strengths in social sciences, human rights, and data analytics.
-
E.
University of Lincoln
The University of Lincoln is a public research university in the city of Lincoln, England, known for its modern campus and strong links with local industry and the creative and agricultural sectors.
- 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: University of Northampton Triple: [Northampton, hasUniversity, University of Northampton]
Generated description
The University of Northampton is a public university in Northampton, England, known for its focus on social impact, employability, and vocationally oriented higher education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Northampton Target entity description: The University of Northampton is a public university in Northampton, England, known for its focus on social impact, employability, and vocationally oriented higher education.
-
A.
University of Bedfordshire
The University of Bedfordshire is a modern public university in England known for its vocationally oriented courses, diverse student body, and main campus in the town of Luton.
-
B.
University of Hertfordshire
The University of Hertfordshire is a modern public university in Hatfield, England, known for its strong focus on employability, industry partnerships, and professionally oriented courses.
-
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.
University of Essex
The University of Essex is a public research university in England known for its strengths in social sciences, human rights, and data analytics.
-
E.
University of Lincoln
The University of Lincoln is a public research university in the city of Lincoln, England, known for its modern campus and strong links with local industry and the creative and agricultural sectors.
- 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_69ad8b1c4de88190a83b7cefaa1f2842 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a1371c481909e214234afed1a65 |
completed | March 8, 2026, 3:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e4f02248190890eb3944299bd15 |
completed | March 11, 2026, 8:56 a.m. |
| NEDg | Description generation | batch_69b12eb153b481909251dd72a7ca55d4 |
completed | March 11, 2026, 8:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1d65c9550819081e8734cece6ff13 |
completed | March 11, 2026, 8:53 p.m. |
Created at: March 8, 2026, 2:59 p.m.