Triple

T3325294
Position Surface form Disambiguated ID Type / Status
Subject Liverpool Plains E69900 entity
Predicate hasTown P847 FINISHED
Object Werris Creek
Werris Creek is a historic railway town in New South Wales, Australia, known as a major junction on the Main North railway line.
 E643018 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: Werris Creek | Statement: [Liverpool Plains, hasTown, Werris Creek]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Werris Creek
Context triple: [Liverpool Plains, hasTown, Werris Creek]
  • A. Burrinjuck Creek
    Burrinjuck Creek is a minor watercourse in New South Wales, Australia, that forms part of the Yass River catchment within the Murray–Darling Basin.
  • B. Murrumbateman Creek
    Murrumbateman Creek is a small watercourse in New South Wales, Australia, that forms part of the Yass River catchment within the Murray–Darling Basin.
  • C. Wallarah Creek
    Wallarah Creek is a small coastal waterway in New South Wales, Australia, that drains the surrounding catchment into Tuggerah Lake.
  • D. Willandra Creek
    Willandra Creek is a watercourse in New South Wales, Australia, that branches from the Lachlan River and flows through the semi-arid western plains, including parts of Willandra National Park.
  • E. Tumbi Creek
    Tumbi Creek is a small watercourse on the Central Coast of New South Wales, Australia, that drains local catchments into Tuggerah Lake.
  • 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: Werris Creek
Triple: [Liverpool Plains, hasTown, Werris Creek]
Generated description
Werris Creek is a historic railway town in New South Wales, Australia, known as a major junction on the Main North railway line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Werris Creek
Target entity description: Werris Creek is a historic railway town in New South Wales, Australia, known as a major junction on the Main North railway line.
  • A. Burrinjuck Creek
    Burrinjuck Creek is a minor watercourse in New South Wales, Australia, that forms part of the Yass River catchment within the Murray–Darling Basin.
  • B. Murrumbateman Creek
    Murrumbateman Creek is a small watercourse in New South Wales, Australia, that forms part of the Yass River catchment within the Murray–Darling Basin.
  • C. Wallarah Creek
    Wallarah Creek is a small coastal waterway in New South Wales, Australia, that drains the surrounding catchment into Tuggerah Lake.
  • D. Willandra Creek
    Willandra Creek is a watercourse in New South Wales, Australia, that branches from the Lachlan River and flows through the semi-arid western plains, including parts of Willandra National Park.
  • E. Tumbi Creek
    Tumbi Creek is a small watercourse on the Central Coast of New South Wales, Australia, that drains local catchments into Tuggerah Lake.
  • 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_69ad85a1829881908942c14075644d0d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb16ca13c8190aea8caed8ccd9b88 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a2ff2f2481908865e83841fc28d4 completed March 28, 2026, 9:44 a.m.
NEDg Description generation batch_69c7a3e11f648190adf7210cee954c3d completed March 28, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69c7a428dd048190a846bfb6d10b60e7 completed March 28, 2026, 9:49 a.m.
Created at: March 8, 2026, 3:11 p.m.