Triple
T3688134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Princes Highway |
E78274
|
entity |
| Predicate | passesThroughCity |
P416
|
FINISHED |
| Object |
Traralgon
Traralgon is a regional city in the Latrobe Valley of eastern Victoria, Australia, known as a commercial and service hub for the surrounding agricultural and energy-producing areas.
|
E382117
|
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: Traralgon | Statement: [Princes Highway, passesThroughCity, Traralgon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Traralgon Context triple: [Princes Highway, passesThroughCity, Traralgon]
-
A.
Clunes
Clunes is a surname most widely recognized through English actor and television presenter Martin Clunes.
-
B.
Caloundra
Caloundra is a coastal town at the southern end of Queensland’s Sunshine Coast, known for its family-friendly beaches and relaxed holiday atmosphere.
-
C.
Swan Hill
Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
-
D.
Yeppoon
Yeppoon is a coastal town in Central Queensland, Australia, known as a gateway to the Capricorn Coast and the Keppel Islands.
-
E.
Baroona
Baroona is a historically significant heritage-listed building associated with the Singleton area, recognized for its architectural and cultural value.
- 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: Traralgon Triple: [Princes Highway, passesThroughCity, Traralgon]
Generated description
Traralgon is a regional city in the Latrobe Valley of eastern Victoria, Australia, known as a commercial and service hub for the surrounding agricultural and energy-producing areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Traralgon Target entity description: Traralgon is a regional city in the Latrobe Valley of eastern Victoria, Australia, known as a commercial and service hub for the surrounding agricultural and energy-producing areas.
-
A.
Clunes
Clunes is a surname most widely recognized through English actor and television presenter Martin Clunes.
-
B.
Caloundra
Caloundra is a coastal town at the southern end of Queensland’s Sunshine Coast, known for its family-friendly beaches and relaxed holiday atmosphere.
-
C.
Swan Hill
Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
-
D.
Yeppoon
Yeppoon is a coastal town in Central Queensland, Australia, known as a gateway to the Capricorn Coast and the Keppel Islands.
-
E.
Baroona
Baroona is a historically significant heritage-listed building associated with the Singleton area, recognized for its architectural and cultural value.
- 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_69ad85e285a081908f8cbfa9e2ed9b75 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc4c960788190b73ede08658846aa |
completed | March 8, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4cdeb6c288190a52e81fcbeaeec6d |
completed | March 14, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69b4d1b7f168819080c88c216c48f83c |
completed | March 14, 2026, 3:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4d2a6d2e48190aa811033129986dd |
completed | March 14, 2026, 3:14 a.m. |
Created at: March 8, 2026, 3:26 p.m.