Triple
T14141112
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LA&PS |
E350428
|
entity |
| Predicate | offersProgram |
P178
|
FINISHED |
| Object |
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.
|
E1082775
|
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: International Development Studies | Statement: [LA&PS, offersProgram, International Development Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: International Development Studies Context triple: [LA&PS, offersProgram, International Development Studies]
-
A.
International Studies
International Studies is an interdisciplinary academic field that examines global politics, economics, cultures, and societies, focusing on the interactions and issues that shape the international system.
-
B.
International Development Program
The International Development Program is a graduate-level academic program focused on the theories, policies, and practical skills needed to address economic and social development challenges in the Asia-Pacific and beyond.
-
C.
International Development Goals
International Development Goals were an early set of global anti-poverty and development targets agreed in the 1990s that laid the groundwork for the later Millennium Development Goals.
-
D.
School of International Development
The School of International Development is an academic department at the University of East Anglia specializing in research and teaching on global development, poverty, and social justice issues.
-
E.
College of International, Humanitarian and Development Studies
The College of International, Humanitarian and Development Studies is an academic unit of Miriam College specializing in global affairs, peace and humanitarian work, and sustainable development education and training.
- 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: International Development Studies Triple: [LA&PS, offersProgram, International Development Studies]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: International Development Studies Target entity description: 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.
-
A.
International Studies
International Studies is an interdisciplinary academic field that examines global politics, economics, cultures, and societies, focusing on the interactions and issues that shape the international system.
-
B.
International Development Program
The International Development Program is a graduate-level academic program focused on the theories, policies, and practical skills needed to address economic and social development challenges in the Asia-Pacific and beyond.
-
C.
International Development Goals
International Development Goals were an early set of global anti-poverty and development targets agreed in the 1990s that laid the groundwork for the later Millennium Development Goals.
-
D.
School of International Development
The School of International Development is an academic department at the University of East Anglia specializing in research and teaching on global development, poverty, and social justice issues.
-
E.
College of International, Humanitarian and Development Studies
The College of International, Humanitarian and Development Studies is an academic unit of Miriam College specializing in global affairs, peace and humanitarian work, and sustainable development education and training.
- 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_69d827865f608190b311820428ae027b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de611ed3508190add37baa30d1d134 |
completed | April 14, 2026, 3:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcdf18e3d08190b287e2da192d05eb |
completed | May 7, 2026, 6:51 p.m. |
| NEDg | Description generation | batch_69fce1a2a4c881908d18b45917286712 |
completed | May 7, 2026, 7:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fce24e7860819097f51a4907c894a7 |
completed | May 7, 2026, 7:04 p.m. |
Created at: April 10, 2026, 12:47 a.m.