Triple

T3386149
Position Surface form Disambiguated ID Type / Status
Subject Armidale to Wallangarra section E71306 entity
Predicate connectsTo P845 FINISHED
Object Queensland rail network at Wallangarra
The Queensland rail network at Wallangarra is a border railway junction where Queensland’s narrow-gauge system historically met the New South Wales standard-gauge lines, serving as a key interstate transfer point.
 E352489 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: Queensland rail network at Wallangarra | Statement: [Armidale to Wallangarra section, connectsTo, Queensland rail network at Wallangarra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Queensland rail network at Wallangarra
Context triple: [Armidale to Wallangarra section, connectsTo, Queensland rail network at Wallangarra]
  • A. Queensland rail network at Brisbane
    The Queensland rail network at Brisbane is the central metropolitan and regional rail hub for Queensland, integrating suburban, interurban, and long-distance services that connect the capital to the rest of the state.
  • B. Stockyards Station
    Stockyards Station is a historic shopping, dining, and entertainment complex in Fort Worth’s Stockyards area that preserves and showcases the city’s Western and cattle-driving heritage.
  • C. Dungog railway station
    Dungog railway station is a regional New South Wales train station serving the town of Dungog on the North Coast line.
  • D. Deniliquin railway line
    The Deniliquin railway line is a regional rail route in New South Wales, Australia, that connects the town of Deniliquin to the broader rail network, primarily serving freight and local transport needs.
  • E. Adelaide–Darwin railway
    The Adelaide–Darwin railway is a north–south transcontinental rail line in Australia that links the southern city of Adelaide with the northern port of Darwin, traversing the country’s central outback.
  • 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: Queensland rail network at Wallangarra
Triple: [Armidale to Wallangarra section, connectsTo, Queensland rail network at Wallangarra]
Generated description
The Queensland rail network at Wallangarra is a border railway junction where Queensland’s narrow-gauge system historically met the New South Wales standard-gauge lines, serving as a key interstate transfer point.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Queensland rail network at Wallangarra
Target entity description: The Queensland rail network at Wallangarra is a border railway junction where Queensland’s narrow-gauge system historically met the New South Wales standard-gauge lines, serving as a key interstate transfer point.
  • A. Queensland rail network at Brisbane
    The Queensland rail network at Brisbane is the central metropolitan and regional rail hub for Queensland, integrating suburban, interurban, and long-distance services that connect the capital to the rest of the state.
  • B. Stockyards Station
    Stockyards Station is a historic shopping, dining, and entertainment complex in Fort Worth’s Stockyards area that preserves and showcases the city’s Western and cattle-driving heritage.
  • C. Dungog railway station
    Dungog railway station is a regional New South Wales train station serving the town of Dungog on the North Coast line.
  • D. Deniliquin railway line
    The Deniliquin railway line is a regional rail route in New South Wales, Australia, that connects the town of Deniliquin to the broader rail network, primarily serving freight and local transport needs.
  • E. Adelaide–Darwin railway
    The Adelaide–Darwin railway is a north–south transcontinental rail line in Australia that links the southern city of Adelaide with the northern port of Darwin, traversing the country’s central outback.
  • 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_69ad85a8fd9c819095ecedf838d2bf1b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb662d190819085b211dac85a83b2 completed March 8, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b33455ae2481908e6478cb240b31c1 completed March 12, 2026, 9:47 p.m.
NEDg Description generation batch_69b334f80db88190a04b3bee20451424 completed March 12, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_69b3355f4f0481909c9f3461eab6b72c completed March 12, 2026, 9:51 p.m.
Created at: March 8, 2026, 3:14 p.m.