Triple

T2964651
Position Surface form Disambiguated ID Type / Status
Subject Boorowa E80131 entity
Predicate roadConnection P385 FINISHED
Object Lachlan Valley Way
Lachlan Valley Way is a significant regional road in New South Wales, Australia, that links rural towns and agricultural areas across the Lachlan River catchment.
 E315184 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: Lachlan Valley Way | Statement: [Boorowa, roadConnection, Lachlan Valley Way]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lachlan Valley Way
Context triple: [Boorowa, roadConnection, Lachlan Valley Way]
  • A. Macleay Valley Way
    Macleay Valley Way is a regional road in New South Wales, Australia, that serves as a key route through the Kempsey area and the broader Macleay Valley region.
  • B. Tweed Coast Road
    Tweed Coast Road is a coastal roadway in northern New South Wales, Australia, that links a series of beachside towns and provides scenic access along the Tweed Coast.
  • C. Goldfields Way
    Goldfields Way is a major rural highway in New South Wales, Australia, linking several inland towns and agricultural regions.
  • D. Brindabella Road
    Brindabella Road is a rural roadway in southeastern Australia that traverses the Brindabella Ranges, providing a key link between Canberra and the Brindabella Valley.
  • E. Barkly Highway
    Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
  • 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: Lachlan Valley Way
Triple: [Boorowa, roadConnection, Lachlan Valley Way]
Generated description
Lachlan Valley Way is a significant regional road in New South Wales, Australia, that links rural towns and agricultural areas across the Lachlan River catchment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lachlan Valley Way
Target entity description: Lachlan Valley Way is a significant regional road in New South Wales, Australia, that links rural towns and agricultural areas across the Lachlan River catchment.
  • A. Macleay Valley Way
    Macleay Valley Way is a regional road in New South Wales, Australia, that serves as a key route through the Kempsey area and the broader Macleay Valley region.
  • B. Tweed Coast Road
    Tweed Coast Road is a coastal roadway in northern New South Wales, Australia, that links a series of beachside towns and provides scenic access along the Tweed Coast.
  • C. Goldfields Way
    Goldfields Way is a major rural highway in New South Wales, Australia, linking several inland towns and agricultural regions.
  • D. Brindabella Road
    Brindabella Road is a rural roadway in southeastern Australia that traverses the Brindabella Ranges, providing a key link between Canberra and the Brindabella Valley.
  • E. Barkly Highway
    Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west transport route.
  • 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_69ad8b1341848190bd19dbf46892887d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9958b1e48190a77f37bf63333c5b completed March 8, 2026, 3:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc9bc190819087cb35ee7c78825a completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd25e07c819088b2b1bcef4cf54e completed March 11, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69b100ecbee081908832ddec0efdc751 completed March 11, 2026, 5:43 a.m.
Created at: March 8, 2026, 2:58 p.m.