Triple
T21329123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gunditjmara people |
E525848
|
entity |
| Predicate | associatedWithTown |
P19735
|
FINISHED |
| Object |
Heywood, Victoria
Heywood, Victoria is a small rural town in southwestern Victoria, Australia, situated near the Fitzroy River and recognized as part of the traditional lands of the Gunditjmara people.
|
E1479120
|
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: Heywood, Victoria | Statement: [Gunditjmara people, associatedWithTown, Heywood, Victoria]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heywood, Victoria Context triple: [Gunditjmara people, associatedWithTown, Heywood, Victoria]
-
A.
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.
-
B.
Heidelberg, Victoria
Heidelberg, Victoria is a suburb of Melbourne notable for its role as a key centre of the Heidelberg School, the pioneering movement of Australian Impressionist painters.
-
C.
Morphett Vale
Morphett Vale is a large southern suburb of Adelaide in South Australia, known as one of the state’s earliest and most populous residential areas.
-
D.
Dandenong, Victoria
Dandenong, Victoria is a suburb in Melbourne, Australia, known historically as an industrial and manufacturing hub.
-
E.
Tullamarine, Victoria
Tullamarine, Victoria is a suburb in Melbourne best known as the location of the city’s primary international airport.
- 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: Heywood, Victoria Triple: [Gunditjmara people, associatedWithTown, Heywood, Victoria]
Generated description
Heywood, Victoria is a small rural town in southwestern Victoria, Australia, situated near the Fitzroy River and recognized as part of the traditional lands of the Gunditjmara people.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heywood, Victoria Target entity description: Heywood, Victoria is a small rural town in southwestern Victoria, Australia, situated near the Fitzroy River and recognized as part of the traditional lands of the Gunditjmara people.
-
A.
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.
-
B.
Heidelberg, Victoria
Heidelberg, Victoria is a suburb of Melbourne notable for its role as a key centre of the Heidelberg School, the pioneering movement of Australian Impressionist painters.
-
C.
Morphett Vale
Morphett Vale is a large southern suburb of Adelaide in South Australia, known as one of the state’s earliest and most populous residential areas.
-
D.
Dandenong, Victoria
Dandenong, Victoria is a suburb in Melbourne, Australia, known historically as an industrial and manufacturing hub.
-
E.
Tullamarine, Victoria
Tullamarine, Victoria is a suburb in Melbourne best known as the location of the city’s primary international airport.
- 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_69e0b51b90788190a4dd823d962626da |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7ab4f95fc819087eb32dca7da689a |
completed | April 21, 2026, 4:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09a5bc6710819086935b80f3d669cd |
completed | May 17, 2026, 11:25 a.m. |
| NEDg | Description generation | batch_6a09a6848c1c8190992ae7cdfeabdcf8 |
completed | May 17, 2026, 11:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09aae23f2c81908f08d290277e22f9 |
completed | May 17, 2026, 11:47 a.m. |
Created at: April 16, 2026, 4:42 p.m.