Triple
T21757212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Science at Western University |
E537071
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
Actuarial Science
Actuarial Science is a discipline that applies mathematics, statistics, and financial theory to assess and manage risk in insurance, finance, and related industries.
|
E1500503
|
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: Actuarial Science | Statement: [Science at Western University, offersProgram, Actuarial Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Actuarial Science Context triple: [Science at Western University, offersProgram, Actuarial Science]
-
A.
Department of Statistics and Actuarial Science
The Department of Statistics and Actuarial Science is an academic unit at the University of Hong Kong specializing in education and research in statistics, data science, and actuarial science.
-
B.
School of Statistics and Actuarial Science
The School of Statistics and Actuarial Science is an academic department at the University of the Witwatersrand specializing in education and research in statistics, actuarial science, and related quantitative disciplines.
-
C.
Office of the Actuary
The Office of the Actuary is the unit within the Centers for Medicare & Medicaid Services responsible for providing actuarial, economic, and statistical analyses to estimate program costs and support policy and budget decisions for Medicare, Medicaid, and related health programs.
-
D.
College of Statistical and Actuarial Sciences
The College of Statistical and Actuarial Sciences is an academic institution specializing in statistics and actuarial science education and research within the University of the Punjab in Pakistan.
-
E.
Department of Mathematics and Actuarial Science
The Department of Mathematics and Actuarial Science is an academic unit that offers education and research programs in pure and applied mathematics alongside specialized training in actuarial science and risk analysis.
- 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: Actuarial Science Triple: [Science at Western University, offersProgram, Actuarial Science]
Generated description
Actuarial Science is a discipline that applies mathematics, statistics, and financial theory to assess and manage risk in insurance, finance, and related industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Actuarial Science Target entity description: Actuarial Science is a discipline that applies mathematics, statistics, and financial theory to assess and manage risk in insurance, finance, and related industries.
-
A.
Department of Statistics and Actuarial Science
The Department of Statistics and Actuarial Science is an academic unit at the University of Hong Kong specializing in education and research in statistics, data science, and actuarial science.
-
B.
School of Statistics and Actuarial Science
The School of Statistics and Actuarial Science is an academic department at the University of the Witwatersrand specializing in education and research in statistics, actuarial science, and related quantitative disciplines.
-
C.
Office of the Actuary
The Office of the Actuary is the unit within the Centers for Medicare & Medicaid Services responsible for providing actuarial, economic, and statistical analyses to estimate program costs and support policy and budget decisions for Medicare, Medicaid, and related health programs.
-
D.
College of Statistical and Actuarial Sciences
The College of Statistical and Actuarial Sciences is an academic institution specializing in statistics and actuarial science education and research within the University of the Punjab in Pakistan.
-
E.
Department of Mathematics and Actuarial Science
The Department of Mathematics and Actuarial Science is an academic unit that offers education and research programs in pure and applied mathematics alongside specialized training in actuarial science and risk analysis.
- 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_69e0c46eab808190b848242d63a17c47 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f01d8f64d881909cf10fd420153b09 |
completed | April 28, 2026, 2:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a367268908190a0fd9c8531ea60f1 |
completed | May 17, 2026, 9:43 p.m. |
| NEDg | Description generation | batch_6a0a37b4a00c8190935e7f7fb4c456ca |
completed | May 17, 2026, 9:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a3849dc0881909e5b7c5dd76c56bf |
completed | May 17, 2026, 9:51 p.m. |
Created at: April 16, 2026, 6:50 p.m.