Triple
T1457903
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sunraysia region |
E31439
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Merbein
Merbein is a small rural town in northwestern Victoria, Australia, known for its irrigated agriculture and position within the Sunraysia fruit-growing region along the Murray River.
|
E174738
|
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: Merbein | Statement: [Sunraysia region, hasTown, Merbein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Merbein Context triple: [Sunraysia region, hasTown, Merbein]
-
A.
Merimbula
Merimbula is a coastal town in New South Wales, Australia, known for its beaches, lakes, and role as a popular holiday destination on the Sapphire Coast.
-
B.
Beitbridge
Beitbridge is a border town in southern Zimbabwe that serves as a major crossing point between Zimbabwe and South Africa.
-
C.
Yamba
Yamba is a coastal town in northern New South Wales, Australia, known for its beaches, fishing, and laid-back holiday atmosphere.
-
D.
Taree
Taree is a regional town in New South Wales, Australia, situated on the Manning River and serving as a commercial and service hub for the surrounding agricultural and coastal communities.
-
E.
Moama
Moama is a historic river town in New South Wales, Australia, located opposite Echuca on the Murray River and known for tourism, river-based recreation, and its role in the region’s agricultural economy.
- 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: Merbein Triple: [Sunraysia region, hasTown, Merbein]
Generated description
Merbein is a small rural town in northwestern Victoria, Australia, known for its irrigated agriculture and position within the Sunraysia fruit-growing region along the Murray River.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Merbein Target entity description: Merbein is a small rural town in northwestern Victoria, Australia, known for its irrigated agriculture and position within the Sunraysia fruit-growing region along the Murray River.
-
A.
Merimbula
Merimbula is a coastal town in New South Wales, Australia, known for its beaches, lakes, and role as a popular holiday destination on the Sapphire Coast.
-
B.
Beitbridge
Beitbridge is a border town in southern Zimbabwe that serves as a major crossing point between Zimbabwe and South Africa.
-
C.
Yamba
Yamba is a coastal town in northern New South Wales, Australia, known for its beaches, fishing, and laid-back holiday atmosphere.
-
D.
Taree
Taree is a regional town in New South Wales, Australia, situated on the Manning River and serving as a commercial and service hub for the surrounding agricultural and coastal communities.
-
E.
Moama
Moama is a historic river town in New South Wales, Australia, located opposite Echuca on the Murray River and known for tourism, river-based recreation, and its role in the region’s agricultural economy.
- 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_69a49917dfc081909acdbdf5d684f1ef |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c59a462881908e84b27846a6bc04 |
completed | March 1, 2026, 11:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad293ec1c48190b9b7a982104c4664 |
completed | March 8, 2026, 7:46 a.m. |
| NEDg | Description generation | batch_69ad29b9ffa88190a047b213cbfd4c84 |
completed | March 8, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2a2d6b7c819083042c3a36fb55e4 |
completed | March 8, 2026, 7:50 a.m. |
Created at: March 1, 2026, 8 p.m.