Triple
T12442929
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Coolgardie–Esperance Highway |
E297320
|
entity |
| Predicate | connects |
P390
|
FINISHED |
| Object | Esperance |
E57447
|
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: Esperance | Statement: [Coolgardie–Esperance Highway, connects, Esperance]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Esperance Context triple: [Coolgardie–Esperance Highway, connects, Esperance]
-
A.
Esperance
chosen
Esperance is a coastal town in Western Australia known for its white-sand beaches, turquoise waters, and proximity to Cape Le Grand National Park.
-
B.
Port Lincoln
Port Lincoln is a coastal city in South Australia known for its large natural harbor, tuna fishing industry, and shark cage diving tourism.
-
C.
Coorow
Coorow is a small rural town in Western Australia's Mid West region, known for its grain farming and wildflower displays.
-
D.
Port Elliot
Port Elliot is a small coastal town in South Australia known for its scenic Horseshoe Bay, historic railway heritage, and popular holiday atmosphere.
-
E.
Barmera
Barmera is a small town in South Australia's Riverland region, known for its location on the shores of Lake Bonney and its irrigated fruit-growing and wine-producing industries.
- 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d8fd9848190a83410353d88ea8d |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8bc820c8190b6e54a381621fdc8 |
completed | May 3, 2026, 2:53 a.m. |
Created at: April 8, 2026, 9:55 p.m.