Triple
T9530732
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Needingworth |
E229884
|
entity |
| Predicate | hasLakesNearby |
P17985
|
FINISHED |
| Object |
Needingworth Lakes
Needingworth Lakes is a series of former gravel pits transformed into large wetland and lake habitats near Needingworth in Cambridgeshire, England, popular for wildlife conservation and recreation.
|
E805007
|
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: Needingworth Lakes | Statement: [Needingworth, hasLakesNearby, Needingworth Lakes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Needingworth Lakes Context triple: [Needingworth, hasLakesNearby, Needingworth Lakes]
-
A.
Yateley Lakes
Yateley Lakes is a group of former gravel pits in Hampshire, England, now known as popular fishing and wildlife-rich recreational lakes.
-
B.
Horsey Mere
Horsey Mere is a shallow freshwater lake and nature reserve in the Norfolk Broads, renowned for its wildlife, reedbeds, and traditional boating.
-
C.
Doune Ponds
Doune Ponds is a scenic nature reserve and wildlife-rich pond area near the village of Doune in central Scotland, popular for walking, birdwatching, and outdoor recreation.
-
D.
Blake Mere
Blake Mere is one of the natural meres (shallow lakes) in the Ellesmere area of Shropshire, England.
-
E.
Frensham Ponds
Frensham Ponds are a pair of large man-made lakes in Surrey, England, known for their sandy beaches, heathland surroundings, and popularity for walking, wildlife, and water-based recreation.
- 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: Needingworth Lakes Triple: [Needingworth, hasLakesNearby, Needingworth Lakes]
Generated description
Needingworth Lakes is a series of former gravel pits transformed into large wetland and lake habitats near Needingworth in Cambridgeshire, England, popular for wildlife conservation and recreation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Needingworth Lakes Target entity description: Needingworth Lakes is a series of former gravel pits transformed into large wetland and lake habitats near Needingworth in Cambridgeshire, England, popular for wildlife conservation and recreation.
-
A.
Yateley Lakes
Yateley Lakes is a group of former gravel pits in Hampshire, England, now known as popular fishing and wildlife-rich recreational lakes.
-
B.
Horsey Mere
Horsey Mere is a shallow freshwater lake and nature reserve in the Norfolk Broads, renowned for its wildlife, reedbeds, and traditional boating.
-
C.
Doune Ponds
Doune Ponds is a scenic nature reserve and wildlife-rich pond area near the village of Doune in central Scotland, popular for walking, birdwatching, and outdoor recreation.
-
D.
Blake Mere
Blake Mere is one of the natural meres (shallow lakes) in the Ellesmere area of Shropshire, England.
-
E.
Frensham Ponds
Frensham Ponds are a pair of large man-made lakes in Surrey, England, known for their sandy beaches, heathland surroundings, and popularity for walking, wildlife, and water-based recreation.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLakesNearby Context triple: [Needingworth, hasLakesNearby, Needingworth Lakes]
-
A.
hasNearbyLake
chosen
Indicates that one entity is located close to or in the vicinity of a lake.
-
B.
hasFreshwaterLake
Indicates that one entity possesses, contains, or is associated with a freshwater lake.
-
C.
hasNearbyWater
Indicates that one entity is located close to a body of water associated with or relevant to another entity.
-
D.
hasLakeThatRepresents
Indicates a relationship where a lake serves as a symbolic or representative feature for something, such as a place, concept, or entity.
-
E.
lakeTypeNearby
Indicates that one entity is located near another entity that is classified as a particular type of lake.
- 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_69ca8479934c81908006d0e6e970ae05 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd98b2de3081909be70d9ab187dce6 |
completed | April 1, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c38a3848190ab3561f70497c9eb |
completed | April 4, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69d14d23573c8190aeebf2fdac20a332 |
completed | April 4, 2026, 5:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14da4514481908a530b5d77ad832a |
completed | April 4, 2026, 5:43 p.m. |
| PD | Predicate disambiguation | batch_69cca56c44f88190a54a5d2a133bb07e |
completed | April 1, 2026, 4:56 a.m. |
Created at: March 30, 2026, 8 p.m.