Triple

T7768844
Position Surface form Disambiguated ID Type / Status
Subject Goulburn Valley E179017 entity
Predicate hasTown P847 FINISHED
Object Cobram
Cobram is a rural town in northern Victoria, Australia, known for its agriculture—particularly fruit growing and dairy production—along the Murray River.
 E689960 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: Cobram | Statement: [Goulburn Valley, hasTown, Cobram]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cobram
Context triple: [Goulburn Valley, hasTown, Cobram]
  • A. Tooronga
    Tooronga is a suburb in Melbourne, Victoria, Australia, known for its residential character and proximity to major shopping and transport hubs.
  • B. Leongatha
    Leongatha is a regional town in South Gippsland, Victoria, Australia, known as a service and commercial hub for the surrounding dairy and agricultural district.
  • C. Anglesea
    Anglesea is a coastal town in Victoria, Australia, known for its beaches, surf breaks, and scenic bushland along the state’s southwest coast.
  • D. Benambra
    Benambra is a Victorian state electoral district in Australia that covers a large rural area in the state's northeast, including the city of Wodonga.
  • 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: Cobram
Triple: [Goulburn Valley, hasTown, Cobram]
Generated description
Cobram is a rural town in northern Victoria, Australia, known for its agriculture—particularly fruit growing and dairy production—along the Murray River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cobram
Target entity description: Cobram is a rural town in northern Victoria, Australia, known for its agriculture—particularly fruit growing and dairy production—along the Murray River.
  • A. Tooronga
    Tooronga is a suburb in Melbourne, Victoria, Australia, known for its residential character and proximity to major shopping and transport hubs.
  • B. Leongatha
    Leongatha is a regional town in South Gippsland, Victoria, Australia, known as a service and commercial hub for the surrounding dairy and agricultural district.
  • C. Anglesea
    Anglesea is a coastal town in Victoria, Australia, known for its beaches, surf breaks, and scenic bushland along the state’s southwest coast.
  • D. Benambra
    Benambra is a Victorian state electoral district in Australia that covers a large rural area in the state's northeast, including the city of Wodonga.
  • 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_69c69f30602c819082ab52cd4af5c592 completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c704376dc08190890f5ebb9f259cfd completed March 27, 2026, 10:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c9162ec9ec8190bd48b23b2877ff34 completed March 29, 2026, 12:08 p.m.
NEDg Description generation batch_69c9173866308190918607a807a1212a completed March 29, 2026, 12:12 p.m.
NED2 Entity disambiguation (via description) batch_69c917848f6c8190933917d7bfe4e016 completed March 29, 2026, 12:13 p.m.
Created at: March 27, 2026, 4:11 p.m.