Triple
T7612993
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kitchener Public Library |
E172288
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Forest Heights Community Library
Forest Heights Community Library is a neighborhood branch of the Kitchener Public Library system serving residents of the Forest Heights area with books, programs, and community services.
|
E677069
|
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: Forest Heights Community Library | Statement: [Kitchener Public Library, hasBranch, Forest Heights Community Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forest Heights Community Library Context triple: [Kitchener Public Library, hasBranch, Forest Heights Community Library]
-
A.
Forest Park Public Library
Forest Park Public Library is the public library serving the community of Forest Park, Illinois, providing access to books, digital resources, and educational programs for residents.
-
B.
Greenfield Public Library
Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
-
C.
Driftwood Public Library
Driftwood Public Library is a community library in Lincoln City, Oregon, providing residents and visitors with access to books, digital resources, and public programs.
-
D.
Bridgeview Public Library
Bridgeview Public Library is the public library serving the community of Bridgeview, Illinois, providing access to books, media, educational programs, and community services.
-
E.
Valley Library
Valley Library is the main academic library of Oregon State University, serving as a central hub for research resources, study spaces, and scholarly services on campus.
- 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: Forest Heights Community Library Triple: [Kitchener Public Library, hasBranch, Forest Heights Community Library]
Generated description
Forest Heights Community Library is a neighborhood branch of the Kitchener Public Library system serving residents of the Forest Heights area with books, programs, and community services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forest Heights Community Library Target entity description: Forest Heights Community Library is a neighborhood branch of the Kitchener Public Library system serving residents of the Forest Heights area with books, programs, and community services.
-
A.
Forest Park Public Library
Forest Park Public Library is the public library serving the community of Forest Park, Illinois, providing access to books, digital resources, and educational programs for residents.
-
B.
Greenfield Public Library
Greenfield Public Library is a central public library and notable civic landmark serving the community of Greenfield, Massachusetts.
-
C.
Driftwood Public Library
Driftwood Public Library is a community library in Lincoln City, Oregon, providing residents and visitors with access to books, digital resources, and public programs.
-
D.
Bridgeview Public Library
Bridgeview Public Library is the public library serving the community of Bridgeview, Illinois, providing access to books, media, educational programs, and community services.
-
E.
Valley Library
Valley Library is the main academic library of Oregon State University, serving as a central hub for research resources, study spaces, and scholarly services on campus.
- 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_69c6994f50808190ba228764bb422417 |
completed | March 27, 2026, 2:50 p.m. |
| NER | Named-entity recognition | batch_69c6fa23981c81908168ac0ac9add5d8 |
completed | March 27, 2026, 9:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c86868dce08190b31229ff2e06fe0c |
completed | March 28, 2026, 11:46 p.m. |
| NEDg | Description generation | batch_69c8690ef840819082ecaa16b5cf3f0c |
completed | March 28, 2026, 11:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c86b70a51c819091590ff094e6e784 |
completed | March 28, 2026, 11:59 p.m. |
Created at: March 27, 2026, 3:55 p.m.