Triple
T11783391
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Port Hedland |
E280206
|
entity |
| Predicate | hasCouncilLibrary |
P81813
|
FINISHED |
| Object |
Port Hedland Public Library
Port Hedland Public Library is the main public library service for the coastal mining town of Port Hedland in Western Australia, offering community access to books, digital resources, and local programs.
|
E946317
|
NE FINISHED |
How this triple was built (5 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: Port Hedland Public Library | Statement: [Town of Port Hedland, hasCouncilLibrary, Port Hedland Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port Hedland Public Library Context triple: [Town of Port Hedland, hasCouncilLibrary, Port Hedland Public Library]
-
A.
Maroochydore Library
Maroochydore Library is a public library serving the Maroochydore community on Queensland’s Sunshine Coast, offering lending collections, study spaces, and community programs.
-
B.
Langson Library
Langson Library is the main research and humanities library at the University of California, Irvine, housing extensive collections that support the university’s academic programs.
-
C.
Nambour Library
Nambour Library is a public library and community hub in Nambour, Queensland, providing access to books, digital resources, and cultural programs for local residents.
-
D.
Hobart Public Library
Hobart Public Library is a community library in Hobart, Indiana, providing local residents with access to books, media, educational resources, and public programs.
-
E.
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.
- 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: Port Hedland Public Library Triple: [Town of Port Hedland, hasCouncilLibrary, Port Hedland Public Library]
Generated description
Port Hedland Public Library is the main public library service for the coastal mining town of Port Hedland in Western Australia, offering community access to books, digital resources, and local programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Port Hedland Public Library Target entity description: Port Hedland Public Library is the main public library service for the coastal mining town of Port Hedland in Western Australia, offering community access to books, digital resources, and local programs.
-
A.
Maroochydore Library
Maroochydore Library is a public library serving the Maroochydore community on Queensland’s Sunshine Coast, offering lending collections, study spaces, and community programs.
-
B.
Langson Library
Langson Library is the main research and humanities library at the University of California, Irvine, housing extensive collections that support the university’s academic programs.
-
C.
Nambour Library
Nambour Library is a public library and community hub in Nambour, Queensland, providing access to books, digital resources, and cultural programs for local residents.
-
D.
Hobart Public Library
Hobart Public Library is a community library in Hobart, Indiana, providing local residents with access to books, media, educational resources, and public programs.
-
E.
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.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasCouncilLibrary Context triple: [Town of Port Hedland, hasCouncilLibrary, Port Hedland Public Library]
-
A.
hasLibraryDistrict
Indicates that an entity is associated with or falls within the jurisdiction of a particular library district.
-
B.
hasLibraryBranch
chosen
Indicates that an entity possesses or is associated with one or more library branches as part of its organizational structure or services.
-
C.
hasCouncilDistrict
Indicates that an entity is located within or represented by a specific council district.
-
D.
hasCityCouncil
Indicates that an entity is governed or administered by a specific city council.
-
E.
hasCouncilName
Indicates that an entity is associated with or identified by a specific council name.
- F. None of above.
Provenance (6 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a8c2e8b08190a31b1e284fca2aee |
completed | April 10, 2026, 7:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f090d861f481909b920197a3d60e28 |
completed | April 28, 2026, 10:50 a.m. |
| NEDg | Description generation | batch_69f0bd3f39608190b29027b30664bd9c |
completed | April 28, 2026, 1:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f0ef5afd448190953b5d9929478132 |
completed | April 28, 2026, 5:33 p.m. |
| PD | Predicate disambiguation | batch_69d8a242cd8c819086ed6c5f292dc8cb |
completed | April 10, 2026, 7:09 a.m. |
Created at: April 8, 2026, 9:42 p.m.