Triple
T7992321
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Echuca–Moama urban area |
E186037
|
entity |
| Predicate | hasTwinTownRelationshipBetween |
P919
|
FINISHED |
| Object | Echuca |
E31979
|
NE FINISHED |
How this triple was built (3 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: Echuca | Statement: [Echuca–Moama urban area, hasTwinTownRelationshipBetween, Echuca]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Echuca Context triple: [Echuca–Moama urban area, hasTwinTownRelationshipBetween, Echuca]
-
A.
Echuca
chosen
Echuca is a historic river port town in northern Victoria, Australia, known for its paddle steamers and role as a major trading hub on the Murray River.
-
B.
Irymple
Irymple is a small rural town in northwestern Victoria, Australia, known for its irrigated agriculture and proximity to Mildura in the Sunraysia region.
-
C.
Mathoura
Mathoura is a small rural town in the Riverina region of New South Wales, Australia, known for its timber industry, wetlands, and proximity to the Murray River.
-
D.
Gundagai
Gundagai is a historic rural town in New South Wales, Australia, known for its colonial heritage, iconic Australian folk culture, and picturesque setting amid rolling hills and river flats.
-
E.
Barmah
Barmah is a small rural town in northern Victoria, Australia, best known as the gateway to the Barmah National Park and its iconic Murray River red gum forests.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTwinTownRelationshipBetween Context triple: [Echuca–Moama urban area, hasTwinTownRelationshipBetween, Echuca]
-
A.
hasTwinTown
chosen
Indicates that two towns or cities are officially paired in a twinning relationship, typically for cultural, social, or economic exchange.
-
B.
isNeighboringCityOf
Indicates that one city is geographically adjacent to or directly borders another city.
-
C.
sisterMunicipalityWith
Indicates a formal partnership or twinning relationship between two municipalities, typically for cultural, social, or economic cooperation.
-
D.
hasSisterCityRelationshipType
Indicates a formal sister-city partnership relationship that exists between two municipalities or cities.
-
E.
sisterCityCountry
Indicates that a city has an official sister-city relationship with a city located in the specified country.
- F. None of above.
Provenance (4 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_69ca829c6c308190ab05b43d234c52b2 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c712d0481908d163d2509d054fa |
completed | March 31, 2026, 3:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc93991e9c8190a6834b8d9fd82128 |
completed | April 1, 2026, 3:40 a.m. |
| PD | Predicate disambiguation | batch_69cb0483d3b48190b250c7603d747bca |
completed | March 30, 2026, 11:17 p.m. |
Created at: March 30, 2026, 5:16 p.m.