Triple
T23275959
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Waterloo Faculty of Arts |
E588717
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Social Development Studies
Social Development Studies is an interdisciplinary undergraduate program that examines social issues, human well-being, and community development through perspectives such as sociology, psychology, and social policy.
|
E1577836
|
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: Social Development Studies | Statement: [University of Waterloo Faculty of Arts, hasProgram, Social Development Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social Development Studies Context triple: [University of Waterloo Faculty of Arts, hasProgram, Social Development Studies]
-
A.
Department of Development Sociology
The Department of Development Sociology is an academic unit at Cornell University that focuses on the social dimensions of development, including issues such as inequality, globalization, and community change.
-
B.
International Development Studies
International Development Studies is an interdisciplinary academic field that examines global inequality, social and economic change, and strategies for sustainable development in the Global South and worldwide.
-
C.
Department of Human Development
The Department of Human Development is an academic unit at Teachers College, Columbia University that focuses on the study of human growth, learning, and psychological development across the lifespan.
-
D.
department of human development and family studies
The Department of Human Development and Family Studies is an academic unit that focuses on research and education related to human growth, relationships, and family dynamics across the lifespan.
-
E.
Gender Development Index
The Gender Development Index is a United Nations metric that compares female and male achievements in key dimensions of human development—such as health, education, and income—to highlight gender inequalities across countries.
- 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: Social Development Studies Triple: [University of Waterloo Faculty of Arts, hasProgram, Social Development Studies]
Generated description
Social Development Studies is an interdisciplinary undergraduate program that examines social issues, human well-being, and community development through perspectives such as sociology, psychology, and social policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social Development Studies Target entity description: Social Development Studies is an interdisciplinary undergraduate program that examines social issues, human well-being, and community development through perspectives such as sociology, psychology, and social policy.
-
A.
Department of Development Sociology
The Department of Development Sociology is an academic unit at Cornell University that focuses on the social dimensions of development, including issues such as inequality, globalization, and community change.
-
B.
International Development Studies
International Development Studies is an interdisciplinary academic field that examines global inequality, social and economic change, and strategies for sustainable development in the Global South and worldwide.
-
C.
Department of Human Development
The Department of Human Development is an academic unit at Teachers College, Columbia University that focuses on the study of human growth, learning, and psychological development across the lifespan.
-
D.
department of human development and family studies
The Department of Human Development and Family Studies is an academic unit that focuses on research and education related to human growth, relationships, and family dynamics across the lifespan.
-
E.
Gender Development Index
The Gender Development Index is a United Nations metric that compares female and male achievements in key dimensions of human development—such as health, education, and income—to highlight gender inequalities across countries.
- 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_69e25d16e2c08190a291de254703129e |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19577841481909acc17bb565bae5c |
completed | April 29, 2026, 5:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f7b1a6081908905ed9e8373d52b |
completed | May 19, 2026, 10:46 a.m. |
| NEDg | Description generation | batch_6a0c4009a90c819080c32c5a3363d92e |
completed | May 19, 2026, 10:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c40a9e6008190ad61feba7f47fea9 |
completed | May 19, 2026, 10:51 a.m. |
Created at: April 17, 2026, 4:48 p.m.