Triple
T12291194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Hertfordshire |
E292964
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
School of Engineering and Computer Science
The School of Engineering and Computer Science is an academic division of the University of Hertfordshire offering engineering and computing education and research.
|
E975533
|
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: School of Engineering and Computer Science | Statement: [University of Hertfordshire, hasFaculty, School of Engineering and Computer Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Engineering and Computer Science Context triple: [University of Hertfordshire, hasFaculty, School of Engineering and Computer Science]
-
A.
School of Engineering and Computer Science
The School of Engineering and Computer Science is an academic division of Baylor University that offers undergraduate and graduate programs in engineering, computer science, and related technological fields.
-
B.
School of Engineering and Computer Science
The School of Engineering and Computer Science is an academic division of Oakland University offering undergraduate and graduate programs in engineering and computing disciplines.
-
C.
School of Engineering and Computer Science
The School of Engineering and Computer Science is an academic division of the University of the Pacific offering undergraduate and graduate programs in engineering and computing disciplines.
-
D.
College of Engineering and Computer Science
The College of Engineering and Computer Science is an academic division of California State University, Northridge that offers undergraduate and graduate programs in engineering and computing disciplines, preparing students for technical and professional careers.
-
E.
College of Engineering and Computer Science
The College of Engineering and Computer Science is a major academic unit of Syracuse University offering undergraduate and graduate programs in engineering and computing disciplines.
- 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: School of Engineering and Computer Science Triple: [University of Hertfordshire, hasFaculty, School of Engineering and Computer Science]
Generated description
The School of Engineering and Computer Science is an academic division of the University of Hertfordshire offering engineering and computing education and research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Engineering and Computer Science Target entity description: The School of Engineering and Computer Science is an academic division of the University of Hertfordshire offering engineering and computing education and research.
-
A.
School of Engineering and Computer Science
The School of Engineering and Computer Science is an academic division of Baylor University that offers undergraduate and graduate programs in engineering, computer science, and related technological fields.
-
B.
School of Engineering and Computer Science
The School of Engineering and Computer Science is an academic division of Oakland University offering undergraduate and graduate programs in engineering and computing disciplines.
-
C.
School of Engineering and Computer Science
The School of Engineering and Computer Science is an academic division of the University of the Pacific offering undergraduate and graduate programs in engineering and computing disciplines.
-
D.
College of Engineering and Computer Science
The College of Engineering and Computer Science is a major academic unit of Syracuse University offering undergraduate and graduate programs in engineering and computing disciplines.
-
E.
College of Engineering and Computer Science
The College of Engineering and Computer Science is an academic division of California State University, Fullerton that offers undergraduate and graduate programs in engineering and computing disciplines.
- 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_69d6ab690ad081908c0ed3870ec82d53 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d91d22ba488190914342fa7e69e159 |
completed | April 10, 2026, 3:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e775dac819099d44b61cbccc109 |
completed | May 2, 2026, 3:55 p.m. |
| NEDg | Description generation | batch_69f61f5cc5608190a67a888eb5136ada |
completed | May 2, 2026, 3:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62009766c8190985fafe9ba53ae7b |
completed | May 2, 2026, 4:02 p.m. |
Created at: April 8, 2026, 9:52 p.m.