Triple
T16247312
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lower Merion Library System |
E394403
|
entity |
| Predicate | hasLibraryBranch |
P81813
|
FINISHED |
| Object |
Ludington Library
Ludington Library is a major public library branch serving the community of Lower Merion Township, Pennsylvania, as part of the Lower Merion Library System.
|
E1201782
|
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: Ludington Library | Statement: [Lower Merion Library System, hasLibraryBranch, Ludington Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludington Library Context triple: [Lower Merion Library System, hasLibraryBranch, Ludington Library]
-
A.
Livonia Public Library
Livonia Public Library is the public library system serving the residents of Livonia, Michigan with community-focused educational and informational resources.
-
B.
Waunakee Public Library
Waunakee Public Library is the community library serving residents of Waunakee, Wisconsin, providing access to books, digital resources, and educational programs.
-
C.
Flint Memorial Library
Flint Memorial Library is the public library serving the community of North Reading, Massachusetts, providing access to books, media, and local resources.
-
D.
Flint Public Library
Flint Public Library is the public library serving the community of Middleton, Massachusetts, providing access to books, media, and local programs.
-
E.
Grand Blanc-McFarlen Library
Grand Blanc-McFarlen Library is the main public library serving the Grand Blanc, Michigan community, offering lending materials, programs, and educational resources to local residents.
- 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: Ludington Library Triple: [Lower Merion Library System, hasLibraryBranch, Ludington Library]
Generated description
Ludington Library is a major public library branch serving the community of Lower Merion Township, Pennsylvania, as part of the Lower Merion Library System.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ludington Library Target entity description: Ludington Library is a major public library branch serving the community of Lower Merion Township, Pennsylvania, as part of the Lower Merion Library System.
-
A.
Livonia Public Library
Livonia Public Library is the public library system serving the residents of Livonia, Michigan with community-focused educational and informational resources.
-
B.
Waunakee Public Library
Waunakee Public Library is the community library serving residents of Waunakee, Wisconsin, providing access to books, digital resources, and educational programs.
-
C.
Flint Memorial Library
Flint Memorial Library is the public library serving the community of North Reading, Massachusetts, providing access to books, media, and local resources.
-
D.
Flint Public Library
Flint Public Library is the public library serving the community of Middleton, Massachusetts, providing access to books, media, and local programs.
-
E.
Grand Blanc-McFarlen Library
Grand Blanc-McFarlen Library is the main public library serving the Grand Blanc, Michigan community, offering lending materials, programs, and educational resources to local residents.
- 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_69d87f2171208190951025e526947816 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e245942460819080897afad0d2fe09 |
completed | April 17, 2026, 2:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a000ee3bbc48190a56ce2807a9510f0 |
completed | May 10, 2026, 4:51 a.m. |
| NEDg | Description generation | batch_6a000f9aecec819087cecb1edad6b710 |
completed | May 10, 2026, 4:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0010462ba881909666051b2fc38d43 |
completed | May 10, 2026, 4:57 a.m. |
Created at: April 10, 2026, 5:04 a.m.