Triple
T7118042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dustin Martin |
E165869
|
entity |
| Predicate | placeOfBirth |
P1
|
FINISHED |
| Object |
Castlemaine, Victoria, Australia
Castlemaine, Victoria, Australia is a historic former gold-mining town in central Victoria known for its vibrant arts scene and heritage architecture.
|
E642223
|
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: Castlemaine, Victoria, Australia | Statement: [Dustin Martin, placeOfBirth, Castlemaine, Victoria, Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Castlemaine, Victoria, Australia Context triple: [Dustin Martin, placeOfBirth, Castlemaine, Victoria, Australia]
-
A.
Maryborough, Victoria, Australia
Maryborough, Victoria, Australia is a small regional town in central Victoria known for its gold rush heritage and historic railway station.
-
B.
Hamilton, Victoria, Australia
Hamilton, Victoria, Australia is a regional city in southwestern Victoria known historically as a wool-producing center and gateway to the Grampians region.
-
C.
Dandenong, Victoria
Dandenong, Victoria is a suburb in Melbourne, Australia, known historically as an industrial and manufacturing hub.
-
D.
Tullamarine, Victoria
Tullamarine, Victoria is a suburb in Melbourne best known as the location of the city’s primary international airport.
-
E.
Hawthorn, Victoria
Hawthorn, Victoria is an inner suburb of Melbourne, Australia, known for its historic architecture, leafy streets, and vibrant mix of residential, educational, and commercial areas.
- 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: Castlemaine, Victoria, Australia Triple: [Dustin Martin, placeOfBirth, Castlemaine, Victoria, Australia]
Generated description
Castlemaine, Victoria, Australia is a historic former gold-mining town in central Victoria known for its vibrant arts scene and heritage architecture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Castlemaine, Victoria, Australia Target entity description: Castlemaine, Victoria, Australia is a historic former gold-mining town in central Victoria known for its vibrant arts scene and heritage architecture.
-
A.
Maryborough, Victoria, Australia
Maryborough, Victoria, Australia is a small regional town in central Victoria known for its gold rush heritage and historic railway station.
-
B.
Hamilton, Victoria, Australia
Hamilton, Victoria, Australia is a regional city in southwestern Victoria known historically as a wool-producing center and gateway to the Grampians region.
-
C.
Dandenong, Victoria
Dandenong, Victoria is a suburb in Melbourne, Australia, known historically as an industrial and manufacturing hub.
-
D.
Tullamarine, Victoria
Tullamarine, Victoria is a suburb in Melbourne best known as the location of the city’s primary international airport.
-
E.
Hawthorn, Victoria
Hawthorn, Victoria is an inner suburb of Melbourne, Australia, known for its historic architecture, leafy streets, and vibrant mix of residential, educational, and commercial areas.
- 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_69c6888227bc8190a1394679e3116f90 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e618bdac8190be291468b7d977bb |
completed | March 27, 2026, 8:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cc2bf2081908e912f26f29394bf |
completed | March 28, 2026, 9:17 a.m. |
| NEDg | Description generation | batch_69c79d4f009c819089fc20c262f0efdc |
completed | March 28, 2026, 9:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79df5844c8190bf487ca5737d325c |
completed | March 28, 2026, 9:23 a.m. |
Created at: March 27, 2026, 2:43 p.m.