Triple

T14224428
Position Surface form Disambiguated ID Type / Status
Subject Waratah railway station E352580 entity
Predicate locatedIn P40 FINISHED
Object Waratah, New South Wales
Waratah, New South Wales is a residential suburb of Newcastle, Australia, known for its historic character, local shopping areas, and transport links including its railway station.
 E1087190 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: Waratah, New South Wales | Statement: [Waratah railway station, locatedIn, Waratah, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waratah, New South Wales
Context triple: [Waratah railway station, locatedIn, Waratah, New South Wales]
  • A. Warren, New South Wales
    Warren, New South Wales is a rural town in western New South Wales, Australia, known for its agriculture and position on the Macquarie River.
  • B. Holsworthy, New South Wales
    Holsworthy, New South Wales is a suburb in southwestern Sydney known for its large Australian Army military base and surrounding bushland.
  • C. Yamba, New South Wales
    Yamba, New South Wales is a coastal town at the mouth of the Clarence River known for its beaches, fishing, and relaxed holiday atmosphere on the North Coast of Australia.
  • D. Yenda, New South Wales
    Yenda, New South Wales is a small rural town in the Riverina region known for its significant role in Australia’s wine and agriculture industries.
  • E. Hartley, New South Wales
    Hartley, New South Wales is a small historic village in the Blue Mountains region of New South Wales, Australia, known for its well-preserved 19th-century buildings and colonial heritage.
  • 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: Waratah, New South Wales
Triple: [Waratah railway station, locatedIn, Waratah, New South Wales]
Generated description
Waratah, New South Wales is a residential suburb of Newcastle, Australia, known for its historic character, local shopping areas, and transport links including its railway station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waratah, New South Wales
Target entity description: Waratah, New South Wales is a residential suburb of Newcastle, Australia, known for its historic character, local shopping areas, and transport links including its railway station.
  • A. Warren, New South Wales
    Warren, New South Wales is a rural town in western New South Wales, Australia, known for its agriculture and position on the Macquarie River.
  • B. Holsworthy, New South Wales
    Holsworthy, New South Wales is a suburb in southwestern Sydney known for its large Australian Army military base and surrounding bushland.
  • C. Yamba, New South Wales
    Yamba, New South Wales is a coastal town at the mouth of the Clarence River known for its beaches, fishing, and relaxed holiday atmosphere on the North Coast of Australia.
  • D. Yenda, New South Wales
    Yenda, New South Wales is a small rural town in the Riverina region known for its significant role in Australia’s wine and agriculture industries.
  • E. Hartley, New South Wales
    Hartley, New South Wales is a small historic village in the Blue Mountains region of New South Wales, Australia, known for its well-preserved 19th-century buildings and colonial heritage.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6227c288819081473ce44f9f0934 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd281611b48190b787e38ba9c733a4 completed May 8, 2026, 12:02 a.m.
NEDg Description generation batch_69fd2a5c80308190868967a402c5fa42 completed May 8, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69fd2af4ddf8819089435b849415b941 completed May 8, 2026, 12:14 a.m.
Created at: April 10, 2026, 1:06 a.m.