Triple
T14682421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toowoomba Regional Council area |
E344820
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Yarraman
Yarraman is a small rural town in Queensland, Australia, known as a service and forestry hub on the New England Highway at the edge of the Great Dividing Range.
|
E1149792
|
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: Yarraman | Statement: [Toowoomba Regional Council area, hasTown, Yarraman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yarraman Context triple: [Toowoomba Regional Council area, hasTown, Yarraman]
-
A.
Woorabinda
Woorabinda is a small Aboriginal community and local government area in central Queensland, Australia, known for its strong Indigenous cultural heritage and history as a former mission settlement.
-
B.
Currarong
Currarong is a small coastal village in New South Wales, Australia, known for its beaches, fishing, and proximity to Jervis Bay and Beecroft Peninsula.
-
C.
Cunnamulla
Cunnamulla is a small outback town in southwestern Queensland, Australia, known for its sheep and cattle grazing, artesian bore baths, and role as a service centre for the surrounding rural region.
-
D.
Goongarrie
Goongarrie is a small rural locality in Western Australia known historically for gold mining and its proximity to the Goongarrie National Park.
-
E.
Goonengerry
Goonengerry is a rural locality in the Northern Rivers region of New South Wales, Australia, known for its lush hinterland landscapes and proximity to Byron Bay.
- 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: Yarraman Triple: [Toowoomba Regional Council area, hasTown, Yarraman]
Generated description
Yarraman is a small rural town in Queensland, Australia, known as a service and forestry hub on the New England Highway at the edge of the Great Dividing Range.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yarraman Target entity description: Yarraman is a small rural town in Queensland, Australia, known as a service and forestry hub on the New England Highway at the edge of the Great Dividing Range.
-
A.
Woorabinda
Woorabinda is a small Aboriginal community and local government area in central Queensland, Australia, known for its strong Indigenous cultural heritage and history as a former mission settlement.
-
B.
Currarong
Currarong is a small coastal village in New South Wales, Australia, known for its beaches, fishing, and proximity to Jervis Bay and Beecroft Peninsula.
-
C.
Cunnamulla
Cunnamulla is a small outback town in southwestern Queensland, Australia, known for its sheep and cattle grazing, artesian bore baths, and role as a service centre for the surrounding rural region.
-
D.
Goongarrie
Goongarrie is a small rural locality in Western Australia known historically for gold mining and its proximity to the Goongarrie National Park.
-
E.
Goonengerry
Goonengerry is a rural locality in the Northern Rivers region of New South Wales, Australia, known for its lush hinterland landscapes and proximity to Byron Bay.
- 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_69d822e34b348190ada4d1cdb6c7c226 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb56a51ec8190941684fd562a7182 |
completed | April 14, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fef885b07c8190af5e33303af9fbea |
completed | May 9, 2026, 9:04 a.m. |
| NEDg | Description generation | batch_69fefa54397c81909c9bfb8c0553b3d1 |
completed | May 9, 2026, 9:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fefb04d7e4819084ac10e05dccb3e3 |
completed | May 9, 2026, 9:14 a.m. |
Created at: April 10, 2026, 1:28 a.m.