Triple
T3471877
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berkhamsted |
E73278
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Berkhamsted Library
Berkhamsted Library is a public lending and reference library serving the community of Berkhamsted in Hertfordshire, England.
|
E361404
|
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: Berkhamsted Library | Statement: [Berkhamsted, hasLibrary, Berkhamsted Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkhamsted Library Context triple: [Berkhamsted, hasLibrary, Berkhamsted Library]
-
A.
Biggin Hill Library
Biggin Hill Library is a local public library serving the Biggin Hill community with access to books, information resources, and community services.
-
B.
Bromley Central Library
Bromley Central Library is the main public library and information hub serving the London Borough of Bromley, offering lending services, study spaces, and community events.
-
C.
Wilton Library
Wilton Library is the public library serving the town of Wilton, Connecticut, providing community access to books, media, programs, and other educational resources.
-
D.
Hatfield Library
Hatfield Library is the main academic library of Willamette University, providing research resources, study spaces, and archival collections for its campus community.
-
E.
Addlestone Library
Addlestone Library is the main academic library of the College of Charleston, serving as a central hub for research, study, and scholarly resources.
- 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: Berkhamsted Library Triple: [Berkhamsted, hasLibrary, Berkhamsted Library]
Generated description
Berkhamsted Library is a public lending and reference library serving the community of Berkhamsted in Hertfordshire, England.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkhamsted Library Target entity description: Berkhamsted Library is a public lending and reference library serving the community of Berkhamsted in Hertfordshire, England.
-
A.
Biggin Hill Library
Biggin Hill Library is a local public library serving the Biggin Hill community with access to books, information resources, and community services.
-
B.
Bromley Central Library
Bromley Central Library is the main public library and information hub serving the London Borough of Bromley, offering lending services, study spaces, and community events.
-
C.
Wilton Library
Wilton Library is the public library serving the town of Wilton, Connecticut, providing community access to books, media, programs, and other educational resources.
-
D.
Hatfield Library
Hatfield Library is the main academic library of Willamette University, providing research resources, study spaces, and archival collections for its campus community.
-
E.
Addlestone Library
Addlestone Library is the main academic library of the College of Charleston, serving as a central hub for research, study, and scholarly resources.
- 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_69ad85b2fed48190948c8765e453d270 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbb3cc8488190b97c732e3f600a90 |
completed | March 8, 2026, 6:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b36810958c81908982e0ef996dc480 |
completed | March 13, 2026, 1:27 a.m. |
| NEDg | Description generation | batch_69b368b4e504819094ca0adbdbe7bfd9 |
completed | March 13, 2026, 1:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3693a8d6481909dadce4ac6109ff3 |
completed | March 13, 2026, 1:32 a.m. |
Created at: March 8, 2026, 3:17 p.m.