Triple

T2281488
Position Surface form Disambiguated ID Type / Status
Subject North Coast railway line E51288 entity
Predicate passesThroughCity P416 FINISHED
Object Kyogle
Kyogle is a rural town in northern New South Wales, Australia, known as a gateway to the Border Ranges and surrounding subtropical rainforest and farming country.
 E249690 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: Kyogle | Statement: [North Coast railway line, passesThroughCity, Kyogle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kyogle
Context triple: [North Coast railway line, passesThroughCity, Kyogle]
  • A. Walcha
    Walcha is a rural town in New South Wales, Australia, known for its pastoral farming, cool climate, and location on the Northern Tablelands near the Great Dividing Range.
  • B. 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.
  • C. 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.
  • D. Katoomba
    Katoomba is a popular town in New South Wales, Australia, known as the main tourist hub of the Blue Mountains with attractions like the Three Sisters rock formation and scenic bushwalking trails.
  • 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: Kyogle
Triple: [North Coast railway line, passesThroughCity, Kyogle]
Generated description
Kyogle is a rural town in northern New South Wales, Australia, known as a gateway to the Border Ranges and surrounding subtropical rainforest and farming country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kyogle
Target entity description: Kyogle is a rural town in northern New South Wales, Australia, known as a gateway to the Border Ranges and surrounding subtropical rainforest and farming country.
  • A. Walcha
    Walcha is a rural town in New South Wales, Australia, known for its pastoral farming, cool climate, and location on the Northern Tablelands near the Great Dividing Range.
  • B. 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.
  • C. 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.
  • D. Katoomba
    Katoomba is a popular town in New South Wales, Australia, known as the main tourist hub of the Blue Mountains with attractions like the Three Sisters rock formation and scenic bushwalking trails.
  • 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_69a88b08e4308190bdac9aebcca1c91a completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc21c405881908c4df7bee36136fe completed March 7, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71e7b44c8190ab647646352b71b7 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae72bf22088190a2c111a71eb0dda7 completed March 9, 2026, 7:11 a.m.
NED2 Entity disambiguation (via description) batch_69ae731ab8bc819090fac5b311cb5fe0 completed March 9, 2026, 7:13 a.m.
Created at: March 4, 2026, 7:48 p.m.