Triple
T5380982
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RAAF Base Wagga |
E113080
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Forest Hill, New South Wales
Forest Hill, New South Wales is a suburb of Wagga Wagga known primarily for its role as a regional aviation and military hub in the Riverina region.
|
E515427
|
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: Forest Hill, New South Wales | Statement: [RAAF Base Wagga, locatedIn, Forest Hill, New South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forest Hill, New South Wales Context triple: [RAAF Base Wagga, locatedIn, Forest Hill, New South Wales]
-
A.
Muswellbrook, New South Wales
Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
-
B.
Singleton, New South Wales
Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
-
C.
Holsworthy, New South Wales
Holsworthy, New South Wales is a suburb in southwestern Sydney known for its large Australian Army military base and surrounding bushland.
-
D.
Hartley, New South Wales
Hartley, New South Wales is a small historic village in the Blue Mountains region of New South Wales, Australia, known for its well-preserved 19th-century buildings and colonial heritage.
-
E.
Wattle Hill
Wattle Hill is a rural locality within the Leeton Shire local government area in New South Wales, Australia.
- 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: Forest Hill, New South Wales Triple: [RAAF Base Wagga, locatedIn, Forest Hill, New South Wales]
Generated description
Forest Hill, New South Wales is a suburb of Wagga Wagga known primarily for its role as a regional aviation and military hub in the Riverina region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forest Hill, New South Wales Target entity description: Forest Hill, New South Wales is a suburb of Wagga Wagga known primarily for its role as a regional aviation and military hub in the Riverina region.
-
A.
Muswellbrook, New South Wales
Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
-
B.
Singleton, New South Wales
Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
-
C.
Holsworthy, New South Wales
Holsworthy, New South Wales is a suburb in southwestern Sydney known for its large Australian Army military base and surrounding bushland.
-
D.
Hartley, New South Wales
Hartley, New South Wales is a small historic village in the Blue Mountains region of New South Wales, Australia, known for its well-preserved 19th-century buildings and colonial heritage.
-
E.
Wattle Hill
Wattle Hill is a rural locality within the Leeton Shire local government area in New South Wales, Australia.
- 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_69bd4436a1988190af18dcff7fd306b4 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd86cfe7fc8190bb73c60cae7c927d |
completed | March 20, 2026, 5:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf2949cd9881908ca0d8fdf1642f71 |
completed | March 21, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69bf2a46c4808190bd706cbb76bbfbc2 |
completed | March 21, 2026, 11:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf2ab19a50819098ef5a611daa8cd6 |
completed | March 21, 2026, 11:33 p.m. |
Created at: March 20, 2026, 2:03 p.m.