Triple
T13376432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Loughton |
E319197
|
entity |
| Predicate | hasLandmark |
P105
|
FINISHED |
| Object |
Loughton Library
Loughton Library is a public library serving the community of Loughton in Essex, England, providing access to books, information services, and community resources.
|
E1036613
|
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: Loughton Library | Statement: [Loughton, hasLandmark, Loughton Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loughton Library Context triple: [Loughton, hasLandmark, Loughton Library]
-
A.
Luton Central Library
Luton Central Library is the main public library serving the town of Luton, England, offering lending services, study spaces, and community resources.
-
B.
Orpington Library
Orpington Library is a public library in Orpington, Kent, England, providing local residents with access to books, digital resources, and community services.
-
C.
Twyford Library
Twyford Library is a local public library serving the community of Twyford with books, information services, and community resources.
-
D.
Rainham Library
Rainham Library is a public library serving the community of Rainham in Kent, England, providing access to books, information services, and local resources.
-
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: Loughton Library Triple: [Loughton, hasLandmark, Loughton Library]
Generated description
Loughton Library is a public library serving the community of Loughton in Essex, England, providing access to books, information services, and community resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Loughton Library Target entity description: Loughton Library is a public library serving the community of Loughton in Essex, England, providing access to books, information services, and community resources.
-
A.
Luton Central Library
Luton Central Library is the main public library serving the town of Luton, England, offering lending services, study spaces, and community resources.
-
B.
Orpington Library
Orpington Library is a public library in Orpington, Kent, England, providing local residents with access to books, digital resources, and community services.
-
C.
Twyford Library
Twyford Library is a local public library serving the community of Twyford with books, information services, and community resources.
-
D.
Rainham Library
Rainham Library is a public library serving the community of Rainham in Kent, England, providing access to books, information services, and local resources.
-
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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadce3fec48190a5443d87c85477a3 |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f72684f3408190952d2619b6b8d241 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f726f3f9cc8190a10f6a355a27b0fa |
completed | May 3, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7276b0f148190a0a6ec1b6637b6aa |
completed | May 3, 2026, 10:46 a.m. |
Created at: April 9, 2026, 9:33 p.m.