Triple
T4224181
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halle (Saale) |
E94413
|
entity |
| Predicate | hasResearchInstitution |
P186
|
FINISHED |
| Object |
Leibniz Institute of Agricultural Development in Transition Economies
The Leibniz Institute of Agricultural Development in Transition Economies is a German research institute that analyzes agricultural and rural development processes in transition and emerging economies to inform policy and economic reforms.
|
E422898
|
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: Leibniz Institute of Agricultural Development in Transition Economies | Statement: [Halle (Saale), hasResearchInstitution, Leibniz Institute of Agricultural Development in Transition Economies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leibniz Institute of Agricultural Development in Transition Economies Context triple: [Halle (Saale), hasResearchInstitution, Leibniz Institute of Agricultural Development in Transition Economies]
-
A.
Institute of Economics
The Institute of Economics is an academic unit within the Royal Academy of Cambodia that focuses on economic research and higher education in economics and related fields.
-
B.
Institute of Economics
The Institute of Economics is a research institute within Nankai University specializing in economic theory, policy analysis, and applied economic research.
-
C.
International Institute of Agriculture
The International Institute of Agriculture was an early 20th-century intergovernmental organization based in Rome that coordinated international agricultural statistics and information, serving as a forerunner to the modern Food and Agriculture Organization.
-
D.
Center for Development Economics
The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
-
E.
Research Institute for Economic Sciences
The Research Institute for Economic Sciences is an academic research center specializing in economic studies and policy analysis affiliated with Shahid Beheshti University in Iran.
- 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: Leibniz Institute of Agricultural Development in Transition Economies Triple: [Halle (Saale), hasResearchInstitution, Leibniz Institute of Agricultural Development in Transition Economies]
Generated description
The Leibniz Institute of Agricultural Development in Transition Economies is a German research institute that analyzes agricultural and rural development processes in transition and emerging economies to inform policy and economic reforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leibniz Institute of Agricultural Development in Transition Economies Target entity description: The Leibniz Institute of Agricultural Development in Transition Economies is a German research institute that analyzes agricultural and rural development processes in transition and emerging economies to inform policy and economic reforms.
-
A.
Institute of Economics
The Institute of Economics is an academic unit within the Royal Academy of Cambodia that focuses on economic research and higher education in economics and related fields.
-
B.
Institute of Economics
The Institute of Economics is a research institute within Nankai University specializing in economic theory, policy analysis, and applied economic research.
-
C.
International Institute of Agriculture
The International Institute of Agriculture was an early 20th-century intergovernmental organization based in Rome that coordinated international agricultural statistics and information, serving as a forerunner to the modern Food and Agriculture Organization.
-
D.
Center for Development Economics
The Center for Development Economics is a graduate program at Williams College focused on training economists and policymakers to address economic development challenges in low- and middle-income countries.
-
E.
Research Institute for Economic Sciences
The Research Institute for Economic Sciences is an academic research center specializing in economic studies and policy analysis affiliated with Shahid Beheshti University in Iran.
- 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_69b3453700a08190ae88792e3dc63207 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e4bf6088190926b982039a12079 |
completed | March 12, 2026, 11:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5964532e08190bb1dc56f734e6ebb |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b59a0e97d481908dfbab773468f3d5 |
completed | March 14, 2026, 5:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b59e23353c819080b56841d7f32cae |
completed | March 14, 2026, 5:42 p.m. |
Created at: March 12, 2026, 11:04 p.m.