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.