Triple
T15781272
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maranoa Region |
E382620
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Amby, Queensland
Amby, Queensland is a small rural town in western Queensland, Australia, situated within the Maranoa Region and known for its agricultural surroundings and outback character.
|
E1176809
|
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: Amby, Queensland | Statement: [Maranoa Region, hasTown, Amby, Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amby, Queensland Context triple: [Maranoa Region, hasTown, Amby, Queensland]
-
A.
Amberley, Queensland
Amberley, Queensland is a locality in Ipswich, Australia, best known as the site of the country’s largest Royal Australian Air Force base.
-
B.
Robina, Queensland
Robina, Queensland is a master-planned residential and commercial suburb on the Gold Coast known for its major shopping centre, transport hub, and educational facilities.
-
C.
Ashmore, Queensland
Ashmore, Queensland is a residential suburb on the Gold Coast known for its family-friendly atmosphere, schools, and convenient access to major local amenities.
-
D.
Guanaba, Queensland
Guanaba, Queensland is a rural locality in the City of Gold Coast known for its acreage properties, equestrian activities, and bushland setting.
-
E.
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.
- 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: Amby, Queensland Triple: [Maranoa Region, hasTown, Amby, Queensland]
Generated description
Amby, Queensland is a small rural town in western Queensland, Australia, situated within the Maranoa Region and known for its agricultural surroundings and outback character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amby, Queensland Target entity description: Amby, Queensland is a small rural town in western Queensland, Australia, situated within the Maranoa Region and known for its agricultural surroundings and outback character.
-
A.
Amberley, Queensland
Amberley, Queensland is a locality in Ipswich, Australia, best known as the site of the country’s largest Royal Australian Air Force base.
-
B.
Robina, Queensland
Robina, Queensland is a master-planned residential and commercial suburb on the Gold Coast known for its major shopping centre, transport hub, and educational facilities.
-
C.
Ashmore, Queensland
Ashmore, Queensland is a residential suburb on the Gold Coast known for its family-friendly atmosphere, schools, and convenient access to major local amenities.
-
D.
Guanaba, Queensland
Guanaba, Queensland is a rural locality in the City of Gold Coast known for its acreage properties, equestrian activities, and bushland setting.
-
E.
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.
- 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.