Triple
T15781268
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maranoa Region |
E382620
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Surat, Queensland
Surat, Queensland is a small rural town in the Maranoa Region of south-western Queensland, Australia, known historically as a service centre for surrounding pastoral and agricultural communities.
|
E1176807
|
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: Surat, Queensland | Statement: [Maranoa Region, hasTown, Surat, Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Surat, Queensland Context triple: [Maranoa Region, hasTown, Surat, Queensland]
-
A.
Ormiston, Queensland
Ormiston, Queensland is a coastal suburb in the Redland City region near Brisbane, known for its heritage sites and residential character.
-
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.
Townsville, Queensland
Townsville, Queensland is a major coastal city in northeastern Australia known as a regional hub for education, defense, and access to the Great Barrier Reef.
-
D.
Bluff, Queensland
Bluff, Queensland is a small rural town in Australia’s Central Highlands Region, known primarily for its coal mining and role as a rail junction.
-
E.
Mackay, Queensland
Mackay, Queensland is a coastal city in northeastern Australia renowned for its extensive sugarcane industry and role as a key regional service and industrial hub.
- 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: Surat, Queensland Triple: [Maranoa Region, hasTown, Surat, Queensland]
Generated description
Surat, Queensland is a small rural town in the Maranoa Region of south-western Queensland, Australia, known historically as a service centre for surrounding pastoral and agricultural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Surat, Queensland Target entity description: Surat, Queensland is a small rural town in the Maranoa Region of south-western Queensland, Australia, known historically as a service centre for surrounding pastoral and agricultural communities.
-
A.
Ormiston, Queensland
Ormiston, Queensland is a coastal suburb in the Redland City region near Brisbane, known for its heritage sites and residential character.
-
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.
Townsville, Queensland
Townsville, Queensland is a major coastal city in northeastern Australia known as a regional hub for education, defense, and access to the Great Barrier Reef.
-
D.
Bluff, Queensland
Bluff, Queensland is a small rural town in Australia’s Central Highlands Region, known primarily for its coal mining and role as a rail junction.
-
E.
Mackay, Queensland
Mackay, Queensland is a coastal city in northeastern Australia renowned for its extensive sugarcane industry and role as a key regional service and industrial hub.
- 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_69d86da09a10819082fe9797b23e4664 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e05400716881909bc43212c8ea54d5 |
completed | April 16, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff90a2476c8190a153fb47cb4e7708 |
completed | May 9, 2026, 7:53 p.m. |
| NEDg | Description generation | batch_69ff9407644081908d7dbba5245931d4 |
completed | May 9, 2026, 8:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff946722f48190a99bbcca681db528 |
completed | May 9, 2026, 8:09 p.m. |
Created at: April 10, 2026, 4:48 a.m.