Triple
T15258927
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heswall |
E364719
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Heswall Library
Heswall Library is a public library serving the community of Heswall in Wirral, England, providing access to books, information services, and local cultural resources.
|
E1146983
|
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: Heswall Library | Statement: [Heswall, hasLibrary, Heswall Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heswall Library Context triple: [Heswall, hasLibrary, Heswall Library]
-
A.
Millom Library
Millom Library is a public library serving the community of Millom in Cumbria, England, providing access to books, information services, and local resources.
-
B.
Adlington Library
Adlington Library is a public community library serving the residents of Adlington with access to books, information resources, and local services.
-
C.
Urmston Library
Urmston Library is a public library serving the community of Urmston in Greater Manchester, England, providing access to books, digital resources, and local services.
-
D.
Litherland Library
Litherland Library is a public library serving the community of Litherland in Merseyside, England, providing access to books, information services, and local resources.
-
E.
Rainhill Library
Rainhill Library is a public library serving the community of Rainhill, England, providing access to books, information services, and local cultural 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: Heswall Library Triple: [Heswall, hasLibrary, Heswall Library]
Generated description
Heswall Library is a public library serving the community of Heswall in Wirral, England, providing access to books, information services, and local cultural resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heswall Library Target entity description: Heswall Library is a public library serving the community of Heswall in Wirral, England, providing access to books, information services, and local cultural resources.
-
A.
Millom Library
Millom Library is a public library serving the community of Millom in Cumbria, England, providing access to books, information services, and local resources.
-
B.
Adlington Library
Adlington Library is a public community library serving the residents of Adlington with access to books, information resources, and local services.
-
C.
Urmston Library
Urmston Library is a public library serving the community of Urmston in Greater Manchester, England, providing access to books, digital resources, and local services.
-
D.
Litherland Library
Litherland Library is a public library serving the community of Litherland in Merseyside, England, providing access to books, information services, and local resources.
-
E.
Rainhill Library
Rainhill Library is a public library serving the community of Rainhill, England, providing access to books, information services, and local cultural 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_69d85a0f08408190b3c3259ae35d79d2 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0084d11148190919eef8e55569bb9 |
completed | April 15, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fee5f9a0708190bc429692788a63d7 |
completed | May 9, 2026, 7:44 a.m. |
| NEDg | Description generation | batch_69fee6b1a29481908c5c945ef801468d |
completed | May 9, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fee7b5e3f0819091246455e239996a |
completed | May 9, 2026, 7:52 a.m. |
Created at: April 10, 2026, 3:13 a.m.