Triple
T61738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | World Meteorological Organization |
E1226
|
entity |
| Predicate | hasGlobalProgramme |
P4561
|
FINISHED |
| Object |
Hydrology and Water Resources Programme
The Hydrology and Water Resources Programme is a global initiative focused on advancing the monitoring, assessment, and sustainable management of freshwater resources and hydrological systems worldwide.
|
E6746
|
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: Hydrology and Water Resources Programme | Statement: [World Meteorological Organization, hasGlobalProgramme, Hydrology and Water Resources Programme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hydrology and Water Resources Programme Context triple: [World Meteorological Organization, hasGlobalProgramme, Hydrology and Water Resources Programme]
-
A.
UNESCO Man and the Biosphere Programme
The UNESCO Man and the Biosphere Programme is an intergovernmental scientific initiative that promotes sustainable development through the conservation and study of biosphere reserves around the world.
-
B.
Quarterly Journal of Engineering Geology and Hydrogeology
Quarterly Journal of Engineering Geology and Hydrogeology is a peer-reviewed scientific journal focusing on research in engineering geology, hydrogeology, and related applied earth science disciplines.
-
C.
Earth Resources Laboratory
Earth Resources Laboratory is a research center at MIT focused on applying geophysical and related sciences to the exploration and sustainable management of Earth’s natural resources.
-
D.
Integrated Ocean Observing System Program
The Integrated Ocean Observing System Program is a U.S. federal initiative that coordinates and supports nationwide coastal and ocean observing networks to provide real-time data for marine operations, environmental monitoring, and decision-making.
-
E.
Institute of Environmental Studies and Research
The Institute of Environmental Studies and Research is a specialized graduate and research center at Cairo University focused on environmental science, policy, and sustainable development in Egypt and the surrounding region.
- 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: Hydrology and Water Resources Programme Triple: [World Meteorological Organization, hasGlobalProgramme, Hydrology and Water Resources Programme]
Generated description
The Hydrology and Water Resources Programme is a global initiative focused on advancing the monitoring, assessment, and sustainable management of freshwater resources and hydrological systems worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hydrology and Water Resources Programme Target entity description: The Hydrology and Water Resources Programme is a global initiative focused on advancing the monitoring, assessment, and sustainable management of freshwater resources and hydrological systems worldwide.
-
A.
UNESCO Man and the Biosphere Programme
The UNESCO Man and the Biosphere Programme is an intergovernmental scientific initiative that promotes sustainable development through the conservation and study of biosphere reserves around the world.
-
B.
Quarterly Journal of Engineering Geology and Hydrogeology
Quarterly Journal of Engineering Geology and Hydrogeology is a peer-reviewed scientific journal focusing on research in engineering geology, hydrogeology, and related applied earth science disciplines.
-
C.
Earth Resources Laboratory
Earth Resources Laboratory is a research center at MIT focused on applying geophysical and related sciences to the exploration and sustainable management of Earth’s natural resources.
-
D.
Integrated Ocean Observing System Program
The Integrated Ocean Observing System Program is a U.S. federal initiative that coordinates and supports nationwide coastal and ocean observing networks to provide real-time data for marine operations, environmental monitoring, and decision-making.
-
E.
Institute of Environmental Studies and Research
The Institute of Environmental Studies and Research is a specialized graduate and research center at Cairo University focused on environmental science, policy, and sustainable development in Egypt and the surrounding region.
- 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_69a24ba4f760819081f6638a3c70538a |
completed | Feb. 28, 2026, 1:57 a.m. |
| NER | Named-entity recognition | batch_69a25679e0688190bc0360314af3ef46 |
completed | Feb. 28, 2026, 2:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a25ab9477881908508e3130068bca3 |
completed | Feb. 28, 2026, 3:02 a.m. |
| NEDg | Description generation | batch_69a25ba89b70819086966936d11a8dcf |
completed | Feb. 28, 2026, 3:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a25c29bf708190966d4a036ae69f10 |
completed | Feb. 28, 2026, 3:08 a.m. |
Created at: Feb. 28, 2026, 2:02 a.m.