Triple
T13834110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ampthill |
E332478
|
entity |
| Predicate | hasAmenity |
P105
|
FINISHED |
| Object |
Ampthill Library
Ampthill Library is a public library serving the town of Ampthill in Bedfordshire, England, providing books, digital resources, and community services to local residents.
|
E1064576
|
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: Ampthill Library | Statement: [Ampthill, hasAmenity, Ampthill Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ampthill Library Context triple: [Ampthill, hasAmenity, Ampthill Library]
-
A.
Twyford Library
Twyford Library is a local public library serving the community of Twyford with books, information services, and community resources.
-
B.
Berkhamsted Library
Berkhamsted Library is a public lending and reference library serving the community of Berkhamsted in Hertfordshire, England.
-
C.
Binfield Library
Binfield Library is a local public library serving the community of Binfield in Berkshire, England, by providing books, information services, and community resources.
-
D.
Paddock Wood Library
Paddock Wood Library is a public library serving the community of Paddock Wood in Kent, England, providing access to books, digital resources, and local services.
-
E.
Bampton Library
Bampton Library is a local public library serving the community of Bampton with access to books, information resources, and cultural activities.
- 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: Ampthill Library Triple: [Ampthill, hasAmenity, Ampthill Library]
Generated description
Ampthill Library is a public library serving the town of Ampthill in Bedfordshire, England, providing books, digital resources, and community services to local residents.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ampthill Library Target entity description: Ampthill Library is a public library serving the town of Ampthill in Bedfordshire, England, providing books, digital resources, and community services to local residents.
-
A.
Twyford Library
Twyford Library is a local public library serving the community of Twyford with books, information services, and community resources.
-
B.
Berkhamsted Library
Berkhamsted Library is a public lending and reference library serving the community of Berkhamsted in Hertfordshire, England.
-
C.
Binfield Library
Binfield Library is a local public library serving the community of Binfield in Berkshire, England, by providing books, information services, and community resources.
-
D.
Paddock Wood Library
Paddock Wood Library is a public library serving the community of Paddock Wood in Kent, England, providing access to books, digital resources, and local services.
-
E.
Bampton Library
Bampton Library is a local public library serving the community of Bampton with access to books, information resources, and cultural activities.
- 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_69d81c5ae7c88190b0dd41bdafeb5999 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de029a34bc8190ae892ef7b09fc9e9 |
completed | April 14, 2026, 9:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b8f234888190bd9d5d403b236105 |
completed | May 3, 2026, 9:06 p.m. |
| NEDg | Description generation | batch_69f7bd0cc860819083f887b4049e2359 |
completed | May 3, 2026, 9:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7bd86c56c819093491c7f1ff61e74 |
completed | May 3, 2026, 9:26 p.m. |
Created at: April 9, 2026, 10:13 p.m.