Triple
T12063539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malvern, Pennsylvania |
E287234
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Malvern Public Library
Malvern Public Library is a community library serving the residents of Malvern, Pennsylvania with access to books, media, and local programs.
|
E962444
|
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: Malvern Public Library | Statement: [Malvern, Pennsylvania, hasPublicLibrary, Malvern Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malvern Public Library Context triple: [Malvern, Pennsylvania, hasPublicLibrary, Malvern Public Library]
-
A.
Melissa Public Library
Melissa Public Library is a community library serving the residents of Melissa, Texas with access to books, media, and local programs.
-
B.
Millicent Library
Millicent Library is a historic public library in Fairhaven, Massachusetts, noted for its distinctive architecture and role as a cultural center for the community.
-
C.
Westwood Public Library
Westwood Public Library is the main public library serving the residents of Westwood, Massachusetts with lending materials, programs, and community services.
-
D.
Rowan Public Library
Rowan Public Library is the public library system serving the residents of Salisbury and the surrounding Rowan County area in North Carolina.
-
E.
Bronson Public Library
Bronson Public Library is the main community library serving residents of Bronson, Michigan with access to books, media, and local services.
- 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: Malvern Public Library Triple: [Malvern, Pennsylvania, hasPublicLibrary, Malvern Public Library]
Generated description
Malvern Public Library is a community library serving the residents of Malvern, Pennsylvania with access to books, media, and local programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malvern Public Library Target entity description: Malvern Public Library is a community library serving the residents of Malvern, Pennsylvania with access to books, media, and local programs.
-
A.
Melissa Public Library
Melissa Public Library is a community library serving the residents of Melissa, Texas with access to books, media, and local programs.
-
B.
Millicent Library
Millicent Library is a historic public library in Fairhaven, Massachusetts, noted for its distinctive architecture and role as a cultural center for the community.
-
C.
Westwood Public Library
Westwood Public Library is the main public library serving the residents of Westwood, Massachusetts with lending materials, programs, and community services.
-
D.
Rowan Public Library
Rowan Public Library is the public library system serving the residents of Salisbury and the surrounding Rowan County area in North Carolina.
-
E.
Bronson Public Library
Bronson Public Library is the main community library serving residents of Bronson, Michigan with access to books, media, and local services.
- 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_69d6ab4846e081908ee7bbd66a6d3459 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d90440dd988190ae2b80367aceb6f7 |
completed | April 10, 2026, 2:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f5f654eb1881908d656009f1362ecf |
completed | May 2, 2026, 1:04 p.m. |
| NEDg | Description generation | batch_69f5fd79da748190b3f0dd7d7a46314d |
completed | May 2, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f5feeeeb2081908191b1c2d1c2fbfd |
completed | May 2, 2026, 1:41 p.m. |
Created at: April 8, 2026, 9:48 p.m.