Triple
T4286957
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Palmerston North |
E97291
|
entity |
| Predicate | hasLibrary |
P35
|
FINISHED |
| Object |
Palmerston North City Library
Palmerston North City Library is the main public library and cultural hub serving the residents of Palmerston North, New Zealand.
|
E426017
|
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: Palmerston North City Library | Statement: [Palmerston North, hasLibrary, Palmerston North City Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Palmerston North City Library Context triple: [Palmerston North, hasLibrary, Palmerston North City Library]
-
A.
Baillieu Library
Baillieu Library is the University of Melbourne’s main humanities and social sciences library and one of Australia’s largest academic libraries.
-
B.
Westland Public Library
Westland Public Library is the main public library serving the residents of Westland, Michigan with lending materials, programs, and community services.
-
C.
Taree Library
Taree Library is a public library serving the community of Taree, New South Wales, by providing access to books, information resources, and community services.
-
D.
Hamersly Library
Hamersly Library is the main academic library at Western Oregon University, providing research resources, study spaces, and information services to students and faculty.
-
E.
Playford Civic Centre Library
Playford Civic Centre Library is a public library located within the Playford Civic Centre complex in Elizabeth, South Australia, serving as a key community hub for learning, resources, and events.
- 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: Palmerston North City Library Triple: [Palmerston North, hasLibrary, Palmerston North City Library]
Generated description
Palmerston North City Library is the main public library and cultural hub serving the residents of Palmerston North, New Zealand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Palmerston North City Library Target entity description: Palmerston North City Library is the main public library and cultural hub serving the residents of Palmerston North, New Zealand.
-
A.
Baillieu Library
Baillieu Library is the University of Melbourne’s main humanities and social sciences library and one of Australia’s largest academic libraries.
-
B.
Westland Public Library
Westland Public Library is the main public library serving the residents of Westland, Michigan with lending materials, programs, and community services.
-
C.
Taree Library
Taree Library is a public library serving the community of Taree, New South Wales, by providing access to books, information resources, and community services.
-
D.
Hamersly Library
Hamersly Library is the main academic library at Western Oregon University, providing research resources, study spaces, and information services to students and faculty.
-
E.
Playford Civic Centre Library
Playford Civic Centre Library is a public library located within the Playford Civic Centre complex in Elizabeth, South Australia, serving as a key community hub for learning, resources, and events.
- 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_69b3454595848190a0e6bbb6a2bea040 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3505d23d88190a638f2cc2acee9ee |
completed | March 12, 2026, 11:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7c8c1ac819086ded38c1abe9b63 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5b8e9ab9c81909a19062a901e8a1b |
completed | March 14, 2026, 7:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5b95cfbdc8190b65cf338aa9abd5b |
completed | March 14, 2026, 7:39 p.m. |
Created at: March 12, 2026, 11:08 p.m.