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.