Triple
T3400649
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limerick |
E71642
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Technological University of the Shannon: Midlands Midwest (Limerick campus)
Technological University of the Shannon: Midlands Midwest (Limerick campus) is a regional Irish university campus offering a range of undergraduate and postgraduate programs in areas such as engineering, business, science, and the arts to serve students in Limerick and the wider Midwest.
|
E356330
|
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: Technological University of the Shannon: Midlands Midwest (Limerick campus) | Statement: [Limerick, hasHigherEducationInstitution, Technological University of the Shannon: Midlands Midwest (Limerick campus)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Technological University of the Shannon: Midlands Midwest (Limerick campus) Context triple: [Limerick, hasHigherEducationInstitution, Technological University of the Shannon: Midlands Midwest (Limerick campus)]
-
A.
University of Limerick
The University of Limerick is a public research university in Limerick, Ireland, known for its strong emphasis on cooperative education, industry links, and a modern riverside campus.
-
B.
Technological University Dublin
Technological University Dublin is a major Irish technological university formed from the merger of several institutes of technology, offering a wide range of career-focused programs and applied research across multiple campuses in Dublin.
-
C.
Dublin City University
Dublin City University is a modern public research university in Dublin, Ireland, known for its strong focus on innovation, industry partnerships, and career-oriented education.
-
D.
National University of Ireland
The National University of Ireland is a federal university system in Ireland that links several constituent universities and colleges under a shared degree-awarding framework.
-
E.
University College Dublin
University College Dublin is a major public research university in Ireland, renowned for its wide range of academic programs and significant contributions to scholarship and innovation.
- 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: Technological University of the Shannon: Midlands Midwest (Limerick campus) Triple: [Limerick, hasHigherEducationInstitution, Technological University of the Shannon: Midlands Midwest (Limerick campus)]
Generated description
Technological University of the Shannon: Midlands Midwest (Limerick campus) is a regional Irish university campus offering a range of undergraduate and postgraduate programs in areas such as engineering, business, science, and the arts to serve students in Limerick and the wider Midwest.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Technological University of the Shannon: Midlands Midwest (Limerick campus) Target entity description: Technological University of the Shannon: Midlands Midwest (Limerick campus) is a regional Irish university campus offering a range of undergraduate and postgraduate programs in areas such as engineering, business, science, and the arts to serve students in Limerick and the wider Midwest.
-
A.
University of Limerick
The University of Limerick is a public research university in Limerick, Ireland, known for its strong emphasis on cooperative education, industry links, and a modern riverside campus.
-
B.
Technological University Dublin
Technological University Dublin is a major Irish technological university formed from the merger of several institutes of technology, offering a wide range of career-focused programs and applied research across multiple campuses in Dublin.
-
C.
Dublin City University
Dublin City University is a modern public research university in Dublin, Ireland, known for its strong focus on innovation, industry partnerships, and career-oriented education.
-
D.
National University of Ireland
The National University of Ireland is a federal university system in Ireland that links several constituent universities and colleges under a shared degree-awarding framework.
-
E.
University College Dublin
University College Dublin is a major public research university in Ireland, renowned for its wide range of academic programs and significant contributions to scholarship and innovation.
- 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_69ad85aac4808190a092c9cc8911f584 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb8c80e0081909c3d5f95ab6f55a0 |
completed | March 8, 2026, 5:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b35466945c8190b01aa016608415a0 |
completed | March 13, 2026, 12:03 a.m. |
| NEDg | Description generation | batch_69b35546dfa0819081800009fbe8afe3 |
completed | March 13, 2026, 12:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b355cecc4c81908ecb5f83e89b4a00 |
completed | March 13, 2026, 12:09 a.m. |
Created at: March 8, 2026, 3:14 p.m.