Triple

T5193946
Position Surface form Disambiguated ID Type / Status
Subject Leeton Shire E117222 entity
Predicate hasTown P847 FINISHED
Object Yanco
Yanco is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural activities and irrigation history.
 E501274 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: Yanco | Statement: [Leeton Shire, hasTown, Yanco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yanco
Context triple: [Leeton Shire, hasTown, Yanco]
  • A. Taree
    Taree is a regional town in New South Wales, Australia, situated on the Manning River and serving as a commercial and service hub for the surrounding agricultural and coastal communities.
  • B. Leipoa
    Leipoa is a bird genus in the megapode family best known for including the Australian malleefowl, a ground-dwelling species that incubates its eggs in large mounds of decomposing vegetation.
  • C. Caroona
    Caroona is a small rural village in the Liverpool Plains region of New South Wales, Australia, known for its agricultural surroundings and proximity to the Mooki River.
  • D. Manildra
    Manildra is a small rural town in the Central West region of New South Wales, Australia, known for its agricultural industry and grain processing facilities.
  • E. Bulli
    Bulli is a coastal suburb in the northern Illawarra region of New South Wales, Australia, known for its beaches, historic coal mining heritage, and scenic setting between the Pacific Ocean and the Illawarra Escarpment.
  • 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: Yanco
Triple: [Leeton Shire, hasTown, Yanco]
Generated description
Yanco is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural activities and irrigation history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yanco
Target entity description: Yanco is a small rural town in the Riverina region of New South Wales, Australia, known for its agricultural activities and irrigation history.
  • A. Taree
    Taree is a regional town in New South Wales, Australia, situated on the Manning River and serving as a commercial and service hub for the surrounding agricultural and coastal communities.
  • B. Leipoa
    Leipoa is a bird genus in the megapode family best known for including the Australian malleefowl, a ground-dwelling species that incubates its eggs in large mounds of decomposing vegetation.
  • C. Caroona
    Caroona is a small rural village in the Liverpool Plains region of New South Wales, Australia, known for its agricultural surroundings and proximity to the Mooki River.
  • D. Manildra
    Manildra is a small rural town in the Central West region of New South Wales, Australia, known for its agricultural industry and grain processing facilities.
  • E. Bulli
    Bulli is a coastal suburb in the northern Illawarra region of New South Wales, Australia, known for its beaches, historic coal mining heritage, and scenic setting between the Pacific Ocean and the Illawarra Escarpment.
  • 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_69bd4462ed04819084fcb01eb9d2fa74 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79f142488190bc6c57b8ff7ef894 completed March 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee09743e08190a3a73fb410a6f124 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee5a7cc748190b5df14b78aeac608 completed March 21, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_69bee64966f88190874edda00332e220 completed March 21, 2026, 6:41 p.m.
Created at: March 20, 2026, 1:46 p.m.