Triple
T4215905
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grayshott |
E94213
|
entity |
| Predicate | hasAmenity |
P105
|
FINISHED |
| Object |
Grayshott Surgery
Grayshott Surgery is a local medical practice providing primary healthcare services to residents in and around the village of Grayshott in England.
|
E422092
|
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: Grayshott Surgery | Statement: [Grayshott, hasAmenity, Grayshott Surgery]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grayshott Surgery Context triple: [Grayshott, hasAmenity, Grayshott Surgery]
-
A.
Salisbury Medical Practice
Salisbury Medical Practice is a healthcare facility providing primary medical services to residents in and around Salisbury.
-
B.
Frimley Park Hospital
Frimley Park Hospital is a major NHS district general hospital in Surrey, England, providing a wide range of acute and specialist healthcare services.
-
C.
Grayshott Primary School
Grayshott Primary School is a local primary education institution serving young children in the village of Grayshott, England.
-
D.
Grayshott Village Hall
Grayshott Village Hall is a community venue in the village of Grayshott, used for local events, meetings, and social activities.
-
E.
Weybridge Hospital
Weybridge Hospital is a local healthcare facility serving the community of Weybridge in Surrey, England.
- 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: Grayshott Surgery Triple: [Grayshott, hasAmenity, Grayshott Surgery]
Generated description
Grayshott Surgery is a local medical practice providing primary healthcare services to residents in and around the village of Grayshott in England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grayshott Surgery Target entity description: Grayshott Surgery is a local medical practice providing primary healthcare services to residents in and around the village of Grayshott in England.
-
A.
Salisbury Medical Practice
Salisbury Medical Practice is a healthcare facility providing primary medical services to residents in and around Salisbury.
-
B.
Frimley Park Hospital
Frimley Park Hospital is a major NHS district general hospital in Surrey, England, providing a wide range of acute and specialist healthcare services.
-
C.
Grayshott Primary School
Grayshott Primary School is a local primary education institution serving young children in the village of Grayshott, England.
-
D.
Grayshott Village Hall
Grayshott Village Hall is a community venue in the village of Grayshott, used for local events, meetings, and social activities.
-
E.
Weybridge Hospital
Weybridge Hospital is a local healthcare facility serving the community of Weybridge in Surrey, England.
- 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_69b3451997e08190851db4a9a588837d |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34bea284081909beaded9873f0852 |
completed | March 12, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5963779d08190a95eb110361bf1f1 |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b597f5ec8481909408b6b49994bbe8 |
completed | March 14, 2026, 5:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5985c8f6081909c479e89bc1ca449 |
completed | March 14, 2026, 5:18 p.m. |
Created at: March 12, 2026, 11:04 p.m.