Triple
T10813055
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langley |
E255150
|
entity |
| Predicate | isRelatedToPlaceName |
P2833
|
FINISHED |
| Object |
Langley, Essex
Langley, Essex is a small rural village and civil parish in the Uttlesford district of Essex, England, near the border with Hertfordshire.
|
E888483
|
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: Langley, Essex | Statement: [Langley, isRelatedToPlaceName, Langley, Essex]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langley, Essex Context triple: [Langley, isRelatedToPlaceName, Langley, Essex]
-
A.
Langley, Berkshire
Langley, Berkshire is a suburban village and civil parish in the county of Berkshire, England, situated near Slough and known for its residential character and proximity to major transport links into London.
-
B.
Loughton
Loughton is a suburban town in southeast England known for its proximity to Epping Forest and its role as a commuter hub within the London metropolitan area.
-
C.
Lydd
Lydd is a small historic town in Kent, England, situated on the Romney Marsh and known for its medieval church and proximity to the English Channel.
-
D.
Terling, Essex
Terling, Essex is a rural village and civil parish in the Braintree district of Essex, England, known for its historic buildings, agricultural landscape, and traditional village character.
-
E.
Eastleigh
Eastleigh is a densely populated, commercially vibrant neighborhood in Nairobi, Kenya, known for its large Somali community and bustling markets.
- 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: Langley, Essex Triple: [Langley, isRelatedToPlaceName, Langley, Essex]
Generated description
Langley, Essex is a small rural village and civil parish in the Uttlesford district of Essex, England, near the border with Hertfordshire.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langley, Essex Target entity description: Langley, Essex is a small rural village and civil parish in the Uttlesford district of Essex, England, near the border with Hertfordshire.
-
A.
Langley, Berkshire
Langley, Berkshire is a suburban village and civil parish in the county of Berkshire, England, situated near Slough and known for its residential character and proximity to major transport links into London.
-
B.
Loughton
Loughton is a suburban town in southeast England known for its proximity to Epping Forest and its role as a commuter hub within the London metropolitan area.
-
C.
Lydd
Lydd is a small historic town in Kent, England, situated on the Romney Marsh and known for its medieval church and proximity to the English Channel.
-
D.
Terling, Essex
Terling, Essex is a rural village and civil parish in the Braintree district of Essex, England, known for its historic buildings, agricultural landscape, and traditional village character.
-
E.
Eastleigh
Eastleigh is a densely populated, commercially vibrant neighborhood in Nairobi, Kenya, known for its large Somali community and bustling markets.
- 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_69d6aa61c15c8190a1839550c56e75e1 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d733eba9b48190b4dbe7fe5d8be0a4 |
completed | April 9, 2026, 5:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69deb0ea2b6481909dfd94fe0c3c4499 |
completed | April 14, 2026, 9:26 p.m. |
| NEDg | Description generation | batch_69deb384fb588190ae5d11a60fec0f53 |
completed | April 14, 2026, 9:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69deb4a2d4c48190a828262b1cc05b37 |
completed | April 14, 2026, 9:41 p.m. |
Created at: April 8, 2026, 9:18 p.m.