Triple
T10665949
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al-Farabi Kazakh National University |
E251357
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Geography and Environmental Sciences
The Faculty of Geography and Environmental Sciences is an academic division of Al-Farabi Kazakh National University specializing in education and research on physical geography, human geography, and environmental studies.
|
E876716
|
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 Geography and Environmental Sciences | Statement: [Al-Farabi Kazakh National University, hasFaculty, Faculty of Geography and Environmental Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Geography and Environmental Sciences Context triple: [Al-Farabi Kazakh National University, hasFaculty, Faculty of Geography and Environmental Sciences]
-
A.
Faculty of Geography and Earth Sciences
The Faculty of Geography and Earth Sciences is an academic division of the University of Latvia specializing in geography, environmental science, and related earth science disciplines.
-
B.
Faculty of Geography
The Faculty of Geography at the University of Havana is an academic unit dedicated to teaching and research in physical and human geography, spatial analysis, and related environmental and territorial studies.
-
C.
Faculty of Geography
The Faculty of Geography is an academic division of Taras Shevchenko National University of Kyiv specializing in geographical sciences, environmental studies, and related research and education.
-
D.
Faculty of Geography
The Faculty of Geography is an academic unit of Gadjah Mada University in Indonesia specializing in education and research on geographic sciences, spatial analysis, and environmental studies.
-
E.
Faculty of Geography
The Faculty of Geography is an academic division specializing in geographical and related environmental sciences within Kryvyi Rih State Pedagogical University.
- 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 Geography and Environmental Sciences Triple: [Al-Farabi Kazakh National University, hasFaculty, Faculty of Geography and Environmental Sciences]
Generated description
The Faculty of Geography and Environmental Sciences is an academic division of Al-Farabi Kazakh National University specializing in education and research on physical geography, human geography, and environmental studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Geography and Environmental Sciences Target entity description: The Faculty of Geography and Environmental Sciences is an academic division of Al-Farabi Kazakh National University specializing in education and research on physical geography, human geography, and environmental studies.
-
A.
Faculty of Geography and Earth Sciences
The Faculty of Geography and Earth Sciences is an academic division of the University of Latvia specializing in geography, environmental science, and related earth science disciplines.
-
B.
Faculty of Geography
The Faculty of Geography is an academic unit of Gadjah Mada University in Indonesia specializing in education and research on geographic sciences, spatial analysis, and environmental studies.
-
C.
Faculty of Geography
The Faculty of Geography at the University of Havana is an academic unit dedicated to teaching and research in physical and human geography, spatial analysis, and related environmental and territorial studies.
-
D.
Faculty of Geography
The Faculty of Geography is an academic division of Taras Shevchenko National University of Kyiv specializing in geographical sciences, environmental studies, and related research and education.
-
E.
Faculty of Geography
The Faculty of Geography is an academic division specializing in geographical and related environmental sciences within Kryvyi Rih State Pedagogical University.
- 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_69d6aa5b0d2881909584b20efc5877f0 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6f31f87748190bb44db8afa901763 |
completed | April 9, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a9566e08190a92b49ce73963078 |
completed | April 10, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_69d97cc2b66c8190909a23927fbe3af5 |
completed | April 10, 2026, 10:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d97e189800819087bf6af15b2370a2 |
completed | April 10, 2026, 10:47 p.m. |
Created at: April 8, 2026, 9:08 p.m.