Triple

T997757
Position Surface form Disambiguated ID Type / Status
Subject Sturt Highway E21532 entity
Predicate partOf P40 FINISHED
Object National Highway network
The National Highway network is Australia’s principal system of major intercity and interstate roads that links the country’s capital cities and key regional centers.
E131625 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: National Highway network | Statement: [Sturt Highway, partOf, National Highway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Highway network
Context triple: [Sturt Highway, partOf, National Highway network]
  • A. National Highway System
    The National Highway System is a network of strategically important U.S. roads, including Interstates and key state and local routes, that support the nation’s economy, defense, and mobility.
  • B. United States Numbered Highway System
    The United States Numbered Highway System is a nationwide network of primary and auxiliary highways established in 1926 to standardize and organize major intercity road travel across the country.
  • C. National Highways
    National Highways is the UK government-owned company responsible for operating, maintaining, and improving England’s motorways and major A-roads.
  • D. Interstate Highway System
    The Interstate Highway System is a nationwide network of controlled-access highways in the United States designed to facilitate high-speed, long-distance travel and commerce.
  • E. Maryland State Highway System
    The Maryland State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Maryland.
  • 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: National Highway network
Triple: [Sturt Highway, partOf, National Highway network]
Generated description
The National Highway network is Australia’s principal system of major intercity and interstate roads that links the country’s capital cities and key regional centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Highway network
Target entity description: The National Highway network is Australia’s principal system of major intercity and interstate roads that links the country’s capital cities and key regional centers.
  • A. National Highway System
    The National Highway System is a network of strategically important U.S. roads, including Interstates and key state and local routes, that support the nation’s economy, defense, and mobility.
  • B. United States Numbered Highway System
    The United States Numbered Highway System is a nationwide network of primary and auxiliary highways established in 1926 to standardize and organize major intercity road travel across the country.
  • C. National Highways
    National Highways is the UK government-owned company responsible for operating, maintaining, and improving England’s motorways and major A-roads.
  • D. Interstate Highway System
    The Interstate Highway System is a nationwide network of controlled-access highways in the United States designed to facilitate high-speed, long-distance travel and commerce.
  • E. Maryland State Highway System
    The Maryland State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Maryland.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4e0f0d081908b888c246d001786 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac5e9d99f08190ad72bdb3ab555fec completed March 7, 2026, 5:21 p.m.
NEDg Description generation batch_69ac5f248db081908596810839ee6160 completed March 7, 2026, 5:23 p.m.
NED2 Entity disambiguation (via description) batch_69ac5fb242488190bf99f63956aeda13 completed March 7, 2026, 5:26 p.m.
Created at: March 1, 2026, 7:41 p.m.