Triple

T3386355
Position Surface form Disambiguated ID Type / Status
Subject Namoi River catchment E71311 entity
Predicate hasMajorTown P316 FINISHED
Object Walgett
Walgett is a remote town in north-western New South Wales, Australia, known as a service centre for surrounding agricultural areas and for its location near the junction of the Namoi and Barwon rivers.
 E352504 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: Walgett | Statement: [Namoi River catchment, hasMajorTown, Walgett]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walgett
Context triple: [Namoi River catchment, hasMajorTown, Walgett]
  • A. Lobethal
    Lobethal is a small town in South Australia known for its German heritage and popular annual Christmas lights festival.
  • B. Halstead
    Halstead is a historic market town in the county of Essex in the East of England.
  • C. Blackwood
    Blackwood is a town in south Wales known for its coal-mining heritage and location in the Sirhowy Valley.
  • D. Wilford
    Wilford is a masculine given name most notably associated with American actor Wilford Brimley.
  • E. Southesk
    Southesk is the traditional war cry associated with Clan Carnegie, a Scottish noble family from Angus.
  • 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: Walgett
Triple: [Namoi River catchment, hasMajorTown, Walgett]
Generated description
Walgett is a remote town in north-western New South Wales, Australia, known as a service centre for surrounding agricultural areas and for its location near the junction of the Namoi and Barwon rivers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walgett
Target entity description: Walgett is a remote town in north-western New South Wales, Australia, known as a service centre for surrounding agricultural areas and for its location near the junction of the Namoi and Barwon rivers.
  • A. Lobethal
    Lobethal is a small town in South Australia known for its German heritage and popular annual Christmas lights festival.
  • B. Halstead
    Halstead is a historic market town in the county of Essex in the East of England.
  • C. Blackwood
    Blackwood is a town in south Wales known for its coal-mining heritage and location in the Sirhowy Valley.
  • D. Wilford
    Wilford is a masculine given name most notably associated with American actor Wilford Brimley.
  • E. Southesk
    Southesk is the traditional war cry associated with Clan Carnegie, a Scottish noble family from Angus.
  • 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.