Triple
T19246664
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stapleford |
E481276
|
entity |
| Predicate | hasPublicAmenity |
P37084
|
FINISHED |
| Object |
Stapleford Library
Stapleford Library is a local public library serving the community of Stapleford with access to books, information resources, and community services.
|
E1366058
|
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: Stapleford Library | Statement: [Stapleford, hasPublicAmenity, Stapleford Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stapleford Library Context triple: [Stapleford, hasPublicAmenity, Stapleford Library]
-
A.
Stony Stratford Library
Stony Stratford Library is a public library serving the community of Stony Stratford in Milton Keynes, England, providing access to books, information resources, and local cultural services.
-
B.
Shatford Library
Shatford Library is the main academic library of Pasadena City College, providing students and faculty with research resources, study spaces, and instructional support.
-
C.
Twyford Library
Twyford Library is a local public library serving the community of Twyford with books, information services, and community resources.
-
D.
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.
-
E.
Grantham Library
Grantham Library is a public library in the town of Grantham, England, providing local residents with access to books, information services, and community 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: Stapleford Library Triple: [Stapleford, hasPublicAmenity, Stapleford Library]
Generated description
Stapleford Library is a local public library serving the community of Stapleford with access to books, information resources, and community services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stapleford Library Target entity description: Stapleford Library is a local public library serving the community of Stapleford with access to books, information resources, and community services.
-
A.
Stony Stratford Library
Stony Stratford Library is a public library serving the community of Stony Stratford in Milton Keynes, England, providing access to books, information resources, and local cultural services.
-
B.
Shatford Library
Shatford Library is the main academic library of Pasadena City College, providing students and faculty with research resources, study spaces, and instructional support.
-
C.
Twyford Library
Twyford Library is a local public library serving the community of Twyford with books, information services, and community resources.
-
D.
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.
-
E.
Grantham Library
Grantham Library is a public library in the town of Grantham, England, providing local residents with access to books, information services, and community 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_69d8e8cd9d1081908a181d02b88b59b8 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fb2daacc8190b8af99dee51f238d |
completed | April 20, 2026, 10:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0705e0e9208190ab6857bdc61ad22e |
completed | May 15, 2026, 11:39 a.m. |
| NEDg | Description generation | batch_6a0706a7ff54819095a52f8d77d18060 |
completed | May 15, 2026, 11:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a070731b0888190a1f93236b36302a6 |
completed | May 15, 2026, 11:44 a.m. |
Created at: April 10, 2026, 1:27 p.m.