Triple
T4466892
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton (toponym) |
E98400
|
entity |
| Predicate | hasNotableUsage |
P5773
|
FINISHED |
| Object |
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.
|
E444197
|
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: Hamilton, Victoria, Australia | Statement: [Hamilton (toponym), hasNotableUsage, Hamilton, Victoria, Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton, Victoria, Australia Context triple: [Hamilton (toponym), hasNotableUsage, Hamilton, Victoria, Australia]
-
A.
Victoria (Australia)
Victoria is a southeastern Australian state known for its capital city Melbourne, diverse coastal landscapes, and significant cultural and economic influence within the country.
-
B.
Moorabbin, Victoria, Australia
Moorabbin, Victoria, Australia is a suburban area in Melbourne known for its light industrial precincts and the nearby Moorabbin Airport.
-
C.
Geelong, Victoria, Australia
Geelong, Victoria, Australia is a major regional city southwest of Melbourne known for its port, manufacturing history, and role as a gateway to the Bellarine Peninsula and Great Ocean Road.
-
D.
City of Monash, Victoria
The City of Monash is a local government area in Melbourne’s southeastern suburbs, named in honour of Australian military commander and engineer Sir John Monash.
-
E.
Point Cook, Victoria
Point Cook, Victoria is a coastal suburb of Melbourne known as the birthplace of the Royal Australian Air Force and home to historic military aviation facilities.
- 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: Hamilton, Victoria, Australia Triple: [Hamilton (toponym), hasNotableUsage, Hamilton, Victoria, Australia]
Generated description
Hamilton, Victoria, Australia is a regional city in southwestern Victoria known historically as a wool-producing center and gateway to the Grampians region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamilton, Victoria, Australia Target entity description: Hamilton, Victoria, Australia is a regional city in southwestern Victoria known historically as a wool-producing center and gateway to the Grampians region.
-
A.
Victoria (Australia)
Victoria is a southeastern Australian state known for its capital city Melbourne, diverse coastal landscapes, and significant cultural and economic influence within the country.
-
B.
Moorabbin, Victoria, Australia
Moorabbin, Victoria, Australia is a suburban area in Melbourne known for its light industrial precincts and the nearby Moorabbin Airport.
-
C.
Geelong, Victoria, Australia
Geelong, Victoria, Australia is a major regional city southwest of Melbourne known for its port, manufacturing history, and role as a gateway to the Bellarine Peninsula and Great Ocean Road.
-
D.
City of Monash, Victoria
The City of Monash is a local government area in Melbourne’s southeastern suburbs, named in honour of Australian military commander and engineer Sir John Monash.
-
E.
Point Cook, Victoria
Point Cook, Victoria is a coastal suburb of Melbourne known as the birthplace of the Royal Australian Air Force and home to historic military aviation facilities.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3569a38e88190a8d590931c4a7c96 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6513446f08190b4ab18dffda9060a |
completed | March 15, 2026, 6:27 a.m. |
| NEDg | Description generation | batch_69b651e8a92881909a835e5cad3d8cb9 |
completed | March 15, 2026, 6:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b65259ccec8190a178e2d9930da0a8 |
completed | March 15, 2026, 6:31 a.m. |
Created at: March 12, 2026, 11:34 p.m.