Triple
T13900597
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sandwich Bay to Hacklinge Marshes SSSI |
E334207
|
entity |
| Predicate | near |
P350
|
FINISHED |
| Object |
Hacklinge Marshes
Hacklinge Marshes is a low-lying coastal wetland area in Kent, England, known for its rich biodiversity and inclusion within the protected Sandwich Bay to Hacklinge Marshes Site of Special Scientific Interest.
|
E1068405
|
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: Hacklinge Marshes | Statement: [Sandwich Bay to Hacklinge Marshes SSSI, near, Hacklinge Marshes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hacklinge Marshes Context triple: [Sandwich Bay to Hacklinge Marshes SSSI, near, Hacklinge Marshes]
-
A.
Halvergate Marshes
Halvergate Marshes is an extensive area of low-lying grazing marsh and drainage ditches in the Norfolk Broads of eastern England, noted for its wildlife and traditional wetland landscape.
-
B.
Aveley Marshes
Aveley Marshes is a nature reserve of grazing marsh, wetlands, and reedbeds along the River Thames in Essex, England, known for its rich birdlife and conservation value.
-
C.
Cley Marshes
Cley Marshes is a renowned coastal nature reserve in Norfolk, England, famous for its rich birdlife and extensive wetland habitats.
-
D.
Cranham Marshes
Cranham Marshes is a protected wetland and nature reserve in Cranham, Essex, known for its diverse habitats and wildlife.
-
E.
Brading Marshes
Brading Marshes is a coastal wetland and nature reserve on the Isle of Wight in England, known for its rich birdlife and diverse marshland habitats.
- 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: Hacklinge Marshes Triple: [Sandwich Bay to Hacklinge Marshes SSSI, near, Hacklinge Marshes]
Generated description
Hacklinge Marshes is a low-lying coastal wetland area in Kent, England, known for its rich biodiversity and inclusion within the protected Sandwich Bay to Hacklinge Marshes Site of Special Scientific Interest.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hacklinge Marshes Target entity description: Hacklinge Marshes is a low-lying coastal wetland area in Kent, England, known for its rich biodiversity and inclusion within the protected Sandwich Bay to Hacklinge Marshes Site of Special Scientific Interest.
-
A.
Halvergate Marshes
Halvergate Marshes is an extensive area of low-lying grazing marsh and drainage ditches in the Norfolk Broads of eastern England, noted for its wildlife and traditional wetland landscape.
-
B.
Aveley Marshes
Aveley Marshes is a nature reserve of grazing marsh, wetlands, and reedbeds along the River Thames in Essex, England, known for its rich birdlife and conservation value.
-
C.
Cley Marshes
Cley Marshes is a renowned coastal nature reserve in Norfolk, England, famous for its rich birdlife and extensive wetland habitats.
-
D.
Cranham Marshes
Cranham Marshes is a protected wetland and nature reserve in Cranham, Essex, known for its diverse habitats and wildlife.
-
E.
Brading Marshes
Brading Marshes is a coastal wetland and nature reserve on the Isle of Wight in England, known for its rich birdlife and diverse marshland habitats.
- 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_69d81c5eaa9c819083b1ff8689179565 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de25d9c7a48190ad8fb0ca676f4f7b |
completed | April 14, 2026, 11:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c720b4988190aee1f1f09877212d |
completed | May 3, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69f7c86a3640819081ed689bd271f909 |
completed | May 3, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c9b2930c8190983f2c55a0dd35f6 |
completed | May 3, 2026, 10:18 p.m. |
Created at: April 9, 2026, 10:15 p.m.