Triple
T11783392
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Port Hedland |
E280206
|
entity |
| Predicate | hasCouncilLibrary |
P81813
|
FINISHED |
| Object | South Hedland Public Library |
E946317
|
NE FINISHED |
How this triple was built (2 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: South Hedland Public Library | Statement: [Town of Port Hedland, hasCouncilLibrary, South Hedland Public Library]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Hedland Public Library Context triple: [Town of Port Hedland, hasCouncilLibrary, South Hedland Public Library]
-
A.
Port Hedland Public Library
chosen
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8be15fb2481908f514781ce2c617f |
completed | April 10, 2026, 9:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f130e5a21881909b59e39cd96ec676 |
completed | April 28, 2026, 10:12 p.m. |
Created at: April 8, 2026, 9:42 p.m.