Triple

T5237534
Position Surface form Disambiguated ID Type / Status
Subject A20 E118258 entity
Predicate connectsToHighway P12245 FINISHED
Object A32 Barrier Highway
A32 Barrier Highway is a major rural highway in New South Wales, Australia, running east–west between Nyngan and the South Australian border and forming part of a key interstate freight and travel route.
E504537 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: A32 Barrier Highway | Statement: [A20, connectsToHighway, A32 Barrier Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A32 Barrier Highway
Context triple: [A20, connectsToHighway, A32 Barrier Highway]
  • A. Perimeter Highway
    Perimeter Highway is a ring road encircling Winnipeg, Manitoba, that serves as a major route for bypassing city traffic and connecting key regional highways.
  • B. Bruxner Highway
    The Bruxner Highway is a major east–west road in northern New South Wales, Australia, linking inland towns with coastal centres such as Lismore and Ballina.
  • C. Monash Freeway
    Monash Freeway is a major urban freeway in Melbourne, Australia, forming a key east–west transport corridor through the city and its southeastern suburbs.
  • D. Calder Highway
    Calder Highway is a major rural highway in Victoria, Australia, linking Melbourne with the northwestern regions of the state, including the city of Mildura.
  • E. Cunningham Highway
    The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
  • 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: A32 Barrier Highway
Triple: [A20, connectsToHighway, A32 Barrier Highway]
Generated description
A32 Barrier Highway is a major rural highway in New South Wales, Australia, running east–west between Nyngan and the South Australian border and forming part of a key interstate freight and travel route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A32 Barrier Highway
Target entity description: A32 Barrier Highway is a major rural highway in New South Wales, Australia, running east–west between Nyngan and the South Australian border and forming part of a key interstate freight and travel route.
  • A. Perimeter Highway
    Perimeter Highway is a ring road encircling Winnipeg, Manitoba, that serves as a major route for bypassing city traffic and connecting key regional highways.
  • B. Bruxner Highway
    The Bruxner Highway is a major east–west road in northern New South Wales, Australia, linking inland towns with coastal centres such as Lismore and Ballina.
  • C. Monash Freeway
    Monash Freeway is a major urban freeway in Melbourne, Australia, forming a key east–west transport corridor through the city and its southeastern suburbs.
  • D. Calder Highway
    Calder Highway is a major rural highway in Victoria, Australia, linking Melbourne with the northwestern regions of the state, including the city of Mildura.
  • E. Cunningham Highway
    The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
  • 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_69bd4467db0881909b3b0982df32cc8f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd7b27990c8190b6a3c24de09c8c18 completed March 20, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69bef820285881909f0e569e020a58ae completed March 21, 2026, 7:57 p.m.
NEDg Description generation batch_69bef8acecf48190a1d3f56640bf7784 completed March 21, 2026, 7:59 p.m.
NED2 Entity disambiguation (via description) batch_69bef92017948190906d1be3551b54c2 completed March 21, 2026, 8:01 p.m.
Created at: March 20, 2026, 1:49 p.m.