Triple
T556973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Division of Riverina |
E11962
|
entity |
| Predicate | includesTown |
P847
|
FINISHED |
| Object |
Cowra
Cowra is a regional town in central-west New South Wales, Australia, known for its agricultural industry and the historic World War II Cowra breakout.
|
E79205
|
NE FINISHED |
How this triple was built (4 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: Cowra | Statement: [Division of Riverina, includesTown, Cowra]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cowra Context triple: [Division of Riverina, includesTown, Cowra]
-
A.
Deniliquin
Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
-
B.
Cootamundra
Cootamundra is a regional town in New South Wales, Australia, known for its agricultural industry and as the birthplace of cricket legend Sir Donald Bradman.
-
C.
Coleambally
Coleambally is a small irrigation-based town in the Riverina region of New South Wales, Australia, known for its rice and agricultural production.
-
D.
Swan Hill
Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
-
E.
Kempsey
Kempsey is a town in New South Wales, Australia, situated on the Macleay River and serving as a regional centre on the state’s Mid North Coast.
- 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: Cowra Triple: [Division of Riverina, includesTown, Cowra]
Generated description
Cowra is a regional town in central-west New South Wales, Australia, known for its agricultural industry and the historic World War II Cowra breakout.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cowra Target entity description: Cowra is a regional town in central-west New South Wales, Australia, known for its agricultural industry and the historic World War II Cowra breakout.
-
A.
Deniliquin
Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
-
B.
Cootamundra
Cootamundra is a regional town in New South Wales, Australia, known for its agricultural industry and as the birthplace of cricket legend Sir Donald Bradman.
-
C.
Coleambally
Coleambally is a small irrigation-based town in the Riverina region of New South Wales, Australia, known for its rice and agricultural production.
-
D.
Swan Hill
Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
-
E.
Kempsey
Kempsey is a town in New South Wales, Australia, situated on the Macleay River and serving as a regional centre on the state’s Mid North Coast.
- F. None of above. chosen
Provenance (5 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_69a4932941d08190815efd422f0b4ca7 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49d28af148190acad3cfb809ff2f2 |
completed | March 1, 2026, 8:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a56c475ce88190bf16e5ee76f1d3b5 |
completed | March 2, 2026, 10:53 a.m. |
| NEDg | Description generation | batch_69a56cdb8bd08190ac98f36a134d78d5 |
completed | March 2, 2026, 10:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a56d8713a88190ba3ad6585e64db23 |
completed | March 2, 2026, 10:59 a.m. |
Created at: March 1, 2026, 7:32 p.m.