Triple
T2362026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ven Te Chow |
E47294
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Handbook of Applied Hydrology
Handbook of Applied Hydrology is a comprehensive reference book on the theory and practice of hydrology, widely used by engineers, researchers, and water resource professionals.
|
E261328
|
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: Handbook of Applied Hydrology | Statement: [Ven Te Chow, notableWork, Handbook of Applied Hydrology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Handbook of Applied Hydrology Context triple: [Ven Te Chow, notableWork, Handbook of Applied Hydrology]
-
A.
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.
-
B.
Einstein bed-load function
The Einstein bed-load function is a seminal hydraulic engineering formula developed by Hans Albert Einstein to predict the transport rate of sediment particles rolling and sliding along a riverbed under flowing water.
-
C.
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.
-
D.
Treatise on Limnology
Treatise on Limnology is a foundational multi-volume scientific work that systematically explores the ecology, biology, chemistry, and physics of inland waters.
-
E.
Adirondack Park hydrological network
The Adirondack Park hydrological network is the interconnected system of rivers, streams, lakes, and wetlands that drains and shapes New York’s Adirondack Park ecosystem.
- 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: Handbook of Applied Hydrology Triple: [Ven Te Chow, notableWork, Handbook of Applied Hydrology]
Generated description
Handbook of Applied Hydrology is a comprehensive reference book on the theory and practice of hydrology, widely used by engineers, researchers, and water resource professionals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Handbook of Applied Hydrology Target entity description: Handbook of Applied Hydrology is a comprehensive reference book on the theory and practice of hydrology, widely used by engineers, researchers, and water resource professionals.
-
A.
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.
-
B.
Einstein bed-load function
The Einstein bed-load function is a seminal hydraulic engineering formula developed by Hans Albert Einstein to predict the transport rate of sediment particles rolling and sliding along a riverbed under flowing water.
-
C.
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.
-
D.
Treatise on Limnology
Treatise on Limnology is a foundational multi-volume scientific work that systematically explores the ecology, biology, chemistry, and physics of inland waters.
-
E.
Adirondack Park hydrological network
The Adirondack Park hydrological network is the interconnected system of rivers, streams, lakes, and wetlands that drains and shapes New York’s Adirondack Park ecosystem.
- 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_69a88a1a4a6081908645b0f2914521ab |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc723c66481908a9b94991f651b3b |
completed | March 7, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea8938d5481908ed11efcc8840ca4 |
completed | March 9, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69aeabfeddd4819080205fbebac1a51d |
completed | March 9, 2026, 11:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aeacc8445481908a3ae8bd62493413 |
completed | March 9, 2026, 11:19 a.m. |
Created at: March 4, 2026, 7:55 p.m.