Triple
T6132040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | White Cart Water |
E136741
|
entity |
| Predicate | hasFloodPreventionScheme |
P7637
|
FINISHED |
| Object |
White Cart Water Flood Prevention Scheme
The White Cart Water Flood Prevention Scheme is a major civil engineering project in Glasgow, Scotland, designed to reduce flood risk along the White Cart Water through measures such as flood storage areas, embankments, and improved river defenses.
|
E136741
|
NE FINISHED |
How this triple was built (5 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: White Cart Water Flood Prevention Scheme | Statement: [White Cart Water, hasFloodPreventionScheme, White Cart Water Flood Prevention Scheme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: White Cart Water Flood Prevention Scheme Context triple: [White Cart Water, hasFloodPreventionScheme, White Cart Water Flood Prevention Scheme]
-
A.
Thames Estuary 2100 flood management plan
The Thames Estuary 2100 flood management plan is a long-term UK strategy developed by the Environment Agency to manage tidal flood risk in the Thames Estuary through to the end of the century, accounting for climate change and sea-level rise.
-
B.
Mytholmroyd Flood Alleviation Scheme
The Mytholmroyd Flood Alleviation Scheme is a major UK flood defence project designed to reduce flood risk and protect homes, businesses, and infrastructure in the village of Mytholmroyd in West Yorkshire.
-
C.
White Cart Water
White Cart Water is a river in west-central Scotland that flows through Paisley and into the River Clyde, historically important for powering local industry and shaping the town’s development.
-
D.
Thames Barrier
The Thames Barrier is a large movable flood defense structure on the River Thames in London, designed to protect the city from tidal surges and flooding.
-
E.
Derwent Valley Water Board
The Derwent Valley Water Board was a public authority in England responsible for developing and managing major water supply reservoirs and infrastructure in the Derwent Valley 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: White Cart Water Flood Prevention Scheme Triple: [White Cart Water, hasFloodPreventionScheme, White Cart Water Flood Prevention Scheme]
Generated description
The White Cart Water Flood Prevention Scheme is a major civil engineering project in Glasgow, Scotland, designed to reduce flood risk along the White Cart Water through measures such as flood storage areas, embankments, and improved river defenses.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: White Cart Water Flood Prevention Scheme Target entity description: The White Cart Water Flood Prevention Scheme is a major civil engineering project in Glasgow, Scotland, designed to reduce flood risk along the White Cart Water through measures such as flood storage areas, embankments, and improved river defenses.
-
A.
Thames Estuary 2100 flood management plan
The Thames Estuary 2100 flood management plan is a long-term UK strategy developed by the Environment Agency to manage tidal flood risk in the Thames Estuary through to the end of the century, accounting for climate change and sea-level rise.
-
B.
Mytholmroyd Flood Alleviation Scheme
The Mytholmroyd Flood Alleviation Scheme is a major UK flood defence project designed to reduce flood risk and protect homes, businesses, and infrastructure in the village of Mytholmroyd in West Yorkshire.
-
C.
White Cart Water
chosen
White Cart Water is a river in west-central Scotland that flows through Paisley and into the River Clyde, historically important for powering local industry and shaping the town’s development.
-
D.
Thames Barrier
The Thames Barrier is a large movable flood defense structure on the River Thames in London, designed to protect the city from tidal surges and flooding.
-
E.
Derwent Valley Water Board
The Derwent Valley Water Board was a public authority in England responsible for developing and managing major water supply reservoirs and infrastructure in the Derwent Valley region.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasFloodPreventionScheme Context triple: [White Cart Water, hasFloodPreventionScheme, White Cart Water Flood Prevention Scheme]
-
A.
hasFloodProtectionProject
chosen
Indicates that a flood protection project exists or is implemented for the referenced entity.
-
B.
hasFloodControlStructure
Indicates that an entity possesses or is equipped with a structure designed to manage, control, or mitigate flooding.
-
C.
providesFloodControlFor
Indicates that one entity offers protection or mitigation against flooding for another entity or area.
-
D.
hasFloodProtectionInfrastructure
Indicates that there exists built or implemented infrastructure designed to protect against or mitigate flooding for the referenced entity.
-
E.
hasFloodHistory
Indicates that the subject has experienced one or more flood events in the past.
- F. None of above.
Provenance (6 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_69c008a0a37c81908e5b4f879158afb3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05c4f7ad8819096b09ddd312453fb |
completed | March 22, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c135d75a588190a565026498bcce57 |
completed | March 23, 2026, 12:45 p.m. |
| NEDg | Description generation | batch_69c137fb40e881909bdbd776c55a1f51 |
completed | March 23, 2026, 12:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1387a38788190b8cf2b04e5eeb5e3 |
completed | March 23, 2026, 12:56 p.m. |
| PD | Predicate disambiguation | batch_69c055f19b0c81908be34a00ab218723 |
completed | March 22, 2026, 8:49 p.m. |
Created at: March 22, 2026, 4:15 p.m.