Triple
T14448177
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gatton |
E358259
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Lockyer Valley agricultural district |
E342464
|
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: Lockyer Valley agricultural district | Statement: [Gatton, serves, Lockyer Valley agricultural district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lockyer Valley agricultural district Context triple: [Gatton, serves, Lockyer Valley agricultural district]
-
A.
Lockyer Valley Region
chosen
Lockyer Valley Region is a local government area in South East Queensland, Australia, known for its fertile agricultural land and rural communities between Brisbane and Toowoomba.
-
B.
Bega Valley Shire
Bega Valley Shire is a local government area on the far south coast of New South Wales, Australia, known for its coastal towns, rural landscapes, and tourism and agriculture-based economy.
-
C.
Lachlan Valley
Lachlan Valley is an agricultural region in central western New South Wales, Australia, named after the Lachlan River and known for its farming communities and rural landscapes.
-
D.
Monaro Plains
Monaro Plains is a high, largely treeless grazing plateau region in southeastern New South Wales, Australia, known for its open grasslands and cool climate.
-
E.
Lucerne Valley
Lucerne Valley is a sparsely populated desert community in the Mojave Desert of Southern California, known for its arid landscape, rural character, and proximity to the San Bernardino Mountains.
- 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_69d82794dfa081909b9134ad2e32244b |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de9160126c8190a2862a1a3dde1aff |
completed | April 14, 2026, 7:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd5bdf451c8190baaa3f7500eaea16 |
completed | May 8, 2026, 3:43 a.m. |
Created at: April 10, 2026, 1:19 a.m.