Triple

T5812560
Position Surface form Disambiguated ID Type / Status
Subject Gippsland E128903 entity
Predicate contains P35 FINISHED
Object 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.
 E556311 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: Leongatha | Statement: [Gippsland, contains, Leongatha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Leongatha
Context triple: [Gippsland, contains, Leongatha]
  • A. Anglesea
    Anglesea is a coastal town in Victoria, Australia, known for its beaches, surf breaks, and scenic bushland along the state’s southwest coast.
  • B. 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.
  • C. Warragul
    Warragul is a regional town in Victoria, Australia, serving as a key commercial and service centre for the West Gippsland area.
  • D. Loxton
    Loxton is a rural town in South Australia's Riverland region, known for its irrigated agriculture, particularly citrus and grape production, and its location along the Murray River.
  • E. Wonthaggi
    Wonthaggi is a coastal town in Victoria, Australia, historically known for its coal mining and now a regional centre within the Gippsland area.
  • 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: Leongatha
Triple: [Gippsland, contains, Leongatha]
Generated description
Leongatha is a regional town in South Gippsland, Victoria, Australia, known as a service and commercial hub for the surrounding dairy and agricultural district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Leongatha
Target entity description: Leongatha is a regional town in South Gippsland, Victoria, Australia, known as a service and commercial hub for the surrounding dairy and agricultural district.
  • A. Anglesea
    Anglesea is a coastal town in Victoria, Australia, known for its beaches, surf breaks, and scenic bushland along the state’s southwest coast.
  • B. 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.
  • C. Warragul
    Warragul is a regional town in Victoria, Australia, serving as a key commercial and service centre for the West Gippsland area.
  • D. Loxton
    Loxton is a rural town in South Australia's Riverland region, known for its irrigated agriculture, particularly citrus and grape production, and its location along the Murray River.
  • E. Wonthaggi
    Wonthaggi is a coastal town in Victoria, Australia, historically known for its coal mining and now a regional centre within the Gippsland area.
  • 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_69c0084788848190bcf71f6bc5d71597 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02b56044c8190847478a342d441c2 completed March 22, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0bfb903788190bae497fe72bd1e78 completed March 23, 2026, 4:21 a.m.
NEDg Description generation batch_69c0c3dee3308190a01563fec23d5902 completed March 23, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69c0c41dbe2c8190b272087dd543f29b completed March 23, 2026, 4:39 a.m.
Created at: March 22, 2026, 3:52 p.m.