Triple
T997761
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sturt Highway |
E21532
|
entity |
| Predicate | formerRouteNumber |
P22310
|
FINISHED |
| Object |
National Highway 20
National Highway 20 was the former national route designation for a major Australian highway corridor later incorporated into the Sturt Highway.
|
E597347
|
NE FINISHED |
How this triple was built (5 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 20 | Statement: [Sturt Highway, formerRouteNumber, National Highway 20]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Highway 20 Context triple: [Sturt Highway, formerRouteNumber, National Highway 20]
-
A.
National Highway 2
National Highway 2 is a major roadway in northern Vietnam that connects Hanoi with several provinces to the northwest, serving as an important route for regional transport and trade.
-
B.
National Highway 152
National Highway 152 is a major Indian roadway in the state of Haryana that connects several key towns and facilitates regional transportation and commerce.
-
C.
National Highway 71
National Highway 71 is a significant roadway in India that connects key cities and facilitates regional transportation and commerce, including access to the pilgrimage center of Tirupati.
-
D.
National Highway 48
National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
-
E.
National Highway 35
National Highway 35 is a major roadway in India that forms part of the national highway network, facilitating regional connectivity and transport.
- 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 20 Triple: [Sturt Highway, formerRouteNumber, National Highway 20]
Generated description
National Highway 20 was the former national route designation for a major Australian highway corridor later incorporated into the Sturt Highway.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Highway 20 Target entity description: National Highway 20 was the former national route designation for a major Australian highway corridor later incorporated into the Sturt Highway.
-
A.
National Highway 2
National Highway 2 is a major roadway in northern Vietnam that connects Hanoi with several provinces to the northwest, serving as an important route for regional transport and trade.
-
B.
National Highway 152
National Highway 152 is a major Indian roadway in the state of Haryana that connects several key towns and facilitates regional transportation and commerce.
-
C.
National Highway 71
National Highway 71 is a significant roadway in India that connects key cities and facilitates regional transportation and commerce, including access to the pilgrimage center of Tirupati.
-
D.
National Highway 48
National Highway 48 is a major Indian roadway that forms part of the primary north–south transport corridor, linking key cities such as Delhi, Jaipur, Ahmedabad, Mumbai, and Bengaluru.
-
E.
National Highway 35
National Highway 35 is a major roadway in India that forms part of the national highway network, facilitating regional connectivity and transport.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formerRouteNumber Context triple: [Sturt Highway, formerRouteNumber, National Highway 20]
-
A.
routeNumber
Indicates the specific identifying number assigned to a route within a transportation or delivery network.
-
B.
alternativeRoute
Indicates that there exists a different path or option that can be taken instead of the primary or original route.
-
C.
formerLineName
Indicates that the object is a previous or former name by which the referenced line was known.
-
D.
previousRoute
Indicates that one route directly precedes another in an ordered sequence of routes.
-
E.
boroughNumber
Indicates the numerical identifier assigned to a specific borough within a larger administrative or municipal division.
- F. None of above. chosen
Provenance (7 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_69c65f9d763c81908bdc6d9cfc718a55 |
completed | March 27, 2026, 10:44 a.m. |
| NEDg | Description generation | batch_69c66004d46c81908ce834315486d18f |
completed | March 27, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c660593534819094c23ee145222ff8 |
completed | March 27, 2026, 10:47 a.m. |
| PD | Predicate disambiguation | batch_69a4b2b057c48190b9e42df9246b3757 |
completed | March 1, 2026, 9:42 p.m. |
| PDg | Predicate description generation | batch_69a4b3a02ea481909555cf5b7bed0d9a |
completed | March 1, 2026, 9:46 p.m. |
Created at: March 1, 2026, 7:41 p.m.