Triple
T10474163
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal University of Phnom Penh |
E247002
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Development Studies
The Faculty of Development Studies is an academic division of the Royal University of Phnom Penh specializing in education and research on social, economic, and community development issues.
|
E864697
|
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: Faculty of Development Studies | Statement: [Royal University of Phnom Penh, hasFaculty, Faculty of Development Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Development Studies Context triple: [Royal University of Phnom Penh, hasFaculty, Faculty of Development Studies]
-
A.
Faculty of Social Studies
The Faculty of Social Studies is a division of the University of Ostrava focused on education and research in the social sciences and related disciplines.
-
B.
Faculty of Social Studies
The Faculty of Social Studies is a division of Masaryk University in Brno, Czech Republic, specializing in disciplines such as sociology, political science, psychology, media studies, and related social sciences.
-
C.
Faculty of Policy Studies
The Faculty of Policy Studies is an academic division of Doshisha University specializing in the interdisciplinary study of public policy, governance, and social issues.
-
D.
Faculty of Contemporary Social Studies
The Faculty of Contemporary Social Studies is an academic division of Kobe Gakuin University focused on analyzing and addressing modern social issues through interdisciplinary study.
-
E.
Faculty of Economics and Social Studies
The Faculty of Economics and Social Studies is an academic division of the University of Khartoum specializing in teaching and research in economics, social sciences, and related fields.
- 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: Faculty of Development Studies Triple: [Royal University of Phnom Penh, hasFaculty, Faculty of Development Studies]
Generated description
The Faculty of Development Studies is an academic division of the Royal University of Phnom Penh specializing in education and research on social, economic, and community development issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Development Studies Target entity description: The Faculty of Development Studies is an academic division of the Royal University of Phnom Penh specializing in education and research on social, economic, and community development issues.
-
A.
Faculty of Social Studies
The Faculty of Social Studies is a division of the University of Ostrava focused on education and research in the social sciences and related disciplines.
-
B.
Faculty of Social Studies
The Faculty of Social Studies is a division of Masaryk University in Brno, Czech Republic, specializing in disciplines such as sociology, political science, psychology, media studies, and related social sciences.
-
C.
Faculty of Policy Studies
The Faculty of Policy Studies is an academic division of Doshisha University specializing in the interdisciplinary study of public policy, governance, and social issues.
-
D.
Faculty of Contemporary Social Studies
The Faculty of Contemporary Social Studies is an academic division of Kobe Gakuin University focused on analyzing and addressing modern social issues through interdisciplinary study.
-
E.
Faculty of Economics and Social Studies
The Faculty of Economics and Social Studies is an academic division of the University of Khartoum specializing in teaching and research in economics, social sciences, 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_69d381c16c248190a2fe5b471e584e9c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d5094e74048190a2c70ef32c50ba71 |
completed | April 7, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d8a0140f4c81908ce95b28e09cb04b |
completed | April 10, 2026, 7 a.m. |
| NEDg | Description generation | batch_69d8a166404881909c28141fefea2936 |
completed | April 10, 2026, 7:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d8a2c550ac81908444c6abfe14698a |
completed | April 10, 2026, 7:12 a.m. |
Created at: April 6, 2026, 12:21 p.m.