Triple
T22019898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Denman railway station |
E543813
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Denman, New South Wales
Denman, New South Wales is a small rural town in the Upper Hunter region of New South Wales, Australia, known for its agriculture, vineyards, and proximity to the Hunter River.
|
E1514010
|
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: Denman, New South Wales | Statement: [Denman railway station, locatedIn, Denman, New South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denman, New South Wales Context triple: [Denman railway station, locatedIn, Denman, New South Wales]
-
A.
Leumeah, New South Wales
Leumeah, New South Wales is a residential suburb in Sydney’s south-west, within the City of Campbelltown, known for its local railway station and access to regional sporting and community facilities.
-
B.
Darlington Point, New South Wales
Darlington Point, New South Wales is a small rural town on the Murrumbidgee River in the Riverina region, known for agriculture and irrigation-based farming.
-
C.
Yamba, New South Wales
Yamba, New South Wales is a coastal town at the mouth of the Clarence River known for its beaches, fishing, and relaxed holiday atmosphere on the North Coast of Australia.
-
D.
Tennyson Point, New South Wales
Tennyson Point, New South Wales is a small, affluent residential suburb on the northern banks of the Parramatta River in Sydney’s inner west.
-
E.
Gerringong
Gerringong is a coastal town in New South Wales, Australia, known for its scenic beaches, dairy farming countryside, and relaxed seaside atmosphere.
- 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: Denman, New South Wales Triple: [Denman railway station, locatedIn, Denman, New South Wales]
Generated description
Denman, New South Wales is a small rural town in the Upper Hunter region of New South Wales, Australia, known for its agriculture, vineyards, and proximity to the Hunter River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Denman, New South Wales Target entity description: Denman, New South Wales is a small rural town in the Upper Hunter region of New South Wales, Australia, known for its agriculture, vineyards, and proximity to the Hunter River.
-
A.
Leumeah, New South Wales
Leumeah, New South Wales is a residential suburb in Sydney’s south-west, within the City of Campbelltown, known for its local railway station and access to regional sporting and community facilities.
-
B.
Darlington Point, New South Wales
Darlington Point, New South Wales is a small rural town on the Murrumbidgee River in the Riverina region, known for agriculture and irrigation-based farming.
-
C.
Yamba, New South Wales
Yamba, New South Wales is a coastal town at the mouth of the Clarence River known for its beaches, fishing, and relaxed holiday atmosphere on the North Coast of Australia.
-
D.
Tennyson Point, New South Wales
Tennyson Point, New South Wales is a small, affluent residential suburb on the northern banks of the Parramatta River in Sydney’s inner west.
-
E.
Gerringong
Gerringong is a coastal town in New South Wales, Australia, known for its scenic beaches, dairy farming countryside, and relaxed seaside atmosphere.
- 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_69e11e2e8ea4819084210fe06d3a1b8d |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127c6b5fc8190bc49ddb058f28a44 |
completed | April 28, 2026, 9:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a738382f4819098bd47f00946e65b |
completed | May 18, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_6a0a745e534881909a681b9f2234afa5 |
completed | May 18, 2026, 2:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a7857e6dc819088b592cdff7d4cf3 |
completed | May 18, 2026, 2:24 a.m. |
Created at: April 16, 2026, 8:23 p.m.