Triple
T17119220
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mapúa Institute of Technology |
E415419
|
entity |
| Predicate | hasCollege |
P113
|
FINISHED |
| Object |
School of Civil, Environmental, and Geological Engineering
The School of Civil, Environmental, and Geological Engineering is an academic unit specializing in engineering disciplines related to infrastructure, natural resources, and environmental systems.
|
E1250950
|
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 Civil, Environmental, and Geological Engineering | Statement: [Mapúa Institute of Technology, hasCollege, School of Civil, Environmental, and Geological Engineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Civil, Environmental, and Geological Engineering Context triple: [Mapúa Institute of Technology, hasCollege, School of Civil, Environmental, and Geological Engineering]
-
A.
School of Civil and Environmental Engineering
The School of Civil and Environmental Engineering is an academic unit of Nanyang Technological University specializing in education and research on infrastructure, sustainable development, and environmental systems.
-
B.
School of Civil Engineering and Environmental Science
The School of Civil Engineering and Environmental Science is an academic unit that focuses on education and research in civil infrastructure, environmental protection, and sustainable engineering practices.
-
C.
School of Civil and Environmental Engineering (Georgia Tech)
The School of Civil and Environmental Engineering at Georgia Tech is a leading academic unit specializing in education and research on infrastructure, sustainability, and environmental systems within the broader College of Engineering.
-
D.
School of Civil Engineering
The School of Civil Engineering is an academic unit of Chongqing University specializing in education and research in civil and structural engineering and related fields.
-
E.
School of Civil Engineering
The School of Civil Engineering is an academic unit of Taiyuan University of Technology specializing in education and research in civil and structural engineering 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 Civil, Environmental, and Geological Engineering Triple: [Mapúa Institute of Technology, hasCollege, School of Civil, Environmental, and Geological Engineering]
Generated description
The School of Civil, Environmental, and Geological Engineering is an academic unit specializing in engineering disciplines related to infrastructure, natural resources, and environmental systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Civil, Environmental, and Geological Engineering Target entity description: The School of Civil, Environmental, and Geological Engineering is an academic unit specializing in engineering disciplines related to infrastructure, natural resources, and environmental systems.
-
A.
School of Civil and Environmental Engineering
The School of Civil and Environmental Engineering is an academic unit of Nanyang Technological University specializing in education and research on infrastructure, sustainable development, and environmental systems.
-
B.
School of Civil Engineering and Environmental Science
The School of Civil Engineering and Environmental Science is an academic unit that focuses on education and research in civil infrastructure, environmental protection, and sustainable engineering practices.
-
C.
School of Civil and Environmental Engineering (Georgia Tech)
The School of Civil and Environmental Engineering at Georgia Tech is a leading academic unit specializing in education and research on infrastructure, sustainability, and environmental systems within the broader College of Engineering.
-
D.
School of Civil Engineering
The School of Civil Engineering at Tianjin University is a leading academic unit specializing in education and research in civil and structural engineering and related infrastructure disciplines.
-
E.
School of Civil Engineering
The School of Civil Engineering is an academic unit of Chongqing University specializing in education and research in civil and structural engineering and related fields.
- 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_69d886d090cc8190a39cb94992586905 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3e8086a388190a655a044feccab14 |
completed | April 18, 2026, 8:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a013a0e11108190bfcf858142aa9ff3 |
completed | May 11, 2026, 2:08 a.m. |
| NEDg | Description generation | batch_6a013b749680819097159f0fdc379f2c |
completed | May 11, 2026, 2:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a013bf9ef508190aac1155680f33eaf |
completed | May 11, 2026, 2:16 a.m. |
Created at: April 10, 2026, 5:36 a.m.