Triple
T16659428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isaac Region |
E404815
|
entity |
| Predicate | hasLocalGovernmentAreaCode |
P47979
|
FINISHED |
| Object | QLD-ISAAC |
E1152922
|
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: QLD-ISAAC | Statement: [Isaac Region, hasLocalGovernmentAreaCode, QLD-ISAAC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: QLD-ISAAC Context triple: [Isaac Region, hasLocalGovernmentAreaCode, QLD-ISAAC]
-
A.
Isaac Region, Queensland
chosen
Isaac Region, Queensland is a local government area in Central Queensland known for its coal mining industry, agricultural activities, and rural communities including the town of Clermont.
-
B.
Spirit of Queensland
The Spirit of Queensland is a long-distance passenger train service operating between Brisbane and Cairns along Queensland’s eastern coast.
-
C.
Quairading
Quairading is a small rural town in Western Australia known for its grain farming and location within the state’s Wheatbelt agricultural region.
-
D.
Queenslander
A Queenslander is a person from Queensland, a large state in northeastern Australia known for its tropical climate, coastal cities, and the Great Barrier Reef.
-
E.
Emerald, Queensland
Emerald is a rural town and regional service centre in Central Queensland, Australia, known for its coal mining, agriculture, and role as a transport hub.
- 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37bfcbb6881909c0419174dd017dc |
completed | April 18, 2026, 12:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0084ce7cf0819091e7a4de2cc010ea |
completed | May 10, 2026, 1:14 p.m. |
Created at: April 10, 2026, 5:18 a.m.