Triple
T3655614
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ROK |
E77521
|
entity |
| Predicate | isLocatedIn |
P40
|
FINISHED |
| Object |
Rockhampton, Queensland, Australia
Rockhampton, Queensland, Australia is a regional city in Central Queensland known as the “Beef Capital of Australia” and a major service and administrative hub for the surrounding agricultural and mining regions.
|
E379614
|
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: Rockhampton, Queensland, Australia | Statement: [ROK, isLocatedIn, Rockhampton, Queensland, Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rockhampton, Queensland, Australia Context triple: [ROK, isLocatedIn, Rockhampton, Queensland, Australia]
-
A.
Winton, Queensland
Winton, Queensland is a small outback town in central-western Queensland, Australia, known for its historic role in early Australian aviation and as a cultural and pastoral hub.
-
B.
St George, Queensland
St George is a rural town in southwestern Queensland, Australia, known as an agricultural and service hub on the Balonne River.
-
C.
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.
-
D.
Beerwah, Queensland
Beerwah, Queensland is a rural town on the Sunshine Coast best known as the home of Steve Irwin’s Australia Zoo.
-
E.
Hawthorne, Queensland, Australia
Hawthorne, Queensland, Australia is a riverside inner suburb of Brisbane known for its leafy streets, heritage homes, and proximity to the city centre.
- 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: Rockhampton, Queensland, Australia Triple: [ROK, isLocatedIn, Rockhampton, Queensland, Australia]
Generated description
Rockhampton, Queensland, Australia is a regional city in Central Queensland known as the “Beef Capital of Australia” and a major service and administrative hub for the surrounding agricultural and mining regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rockhampton, Queensland, Australia Target entity description: Rockhampton, Queensland, Australia is a regional city in Central Queensland known as the “Beef Capital of Australia” and a major service and administrative hub for the surrounding agricultural and mining regions.
-
A.
Winton, Queensland
Winton, Queensland is a small outback town in central-western Queensland, Australia, known for its historic role in early Australian aviation and as a cultural and pastoral hub.
-
B.
St George, Queensland
St George is a rural town in southwestern Queensland, Australia, known as an agricultural and service hub on the Balonne River.
-
C.
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.
-
D.
Beerwah, Queensland
Beerwah, Queensland is a rural town on the Sunshine Coast best known as the home of Steve Irwin’s Australia Zoo.
-
E.
Hawthorne, Queensland, Australia
Hawthorne, Queensland, Australia is a riverside inner suburb of Brisbane known for its leafy streets, heritage homes, and proximity to the city centre.
- 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_69ad85def5cc8190863dccf55a18bebb |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc3baf57c8190b72b5d1b910d9db6 |
completed | March 8, 2026, 6:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c393f0608190a9af2cdc87bf83d9 |
completed | March 14, 2026, 2:10 a.m. |
| NEDg | Description generation | batch_69b4c5280d788190b59b23acf5f77811 |
completed | March 14, 2026, 2:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4c58b13c48190b975e61000aa1f05 |
completed | March 14, 2026, 2:18 a.m. |
Created at: March 8, 2026, 3:24 p.m.