Triple

T11783418
Position Surface form Disambiguated ID Type / Status
Subject Great Northern Highway E280207 entity
Predicate followsRouteNumber P1864 FINISHED
Object National Highway 95
National Highway 95 is a major Australian highway designation applied to the Great Northern Highway, forming part of a key long-distance route across Western Australia.
 E1448405 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 95 | Statement: [Great Northern Highway, followsRouteNumber, National Highway 95]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: National Highway 95
Context triple: [Great Northern Highway, followsRouteNumber, National Highway 95]
  • A. U.S. Route 95
    U.S. Route 95 is a major north–south United States highway running from the Mexican border in Arizona to the Canadian border in Idaho, traversing several western states.
  • 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 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.
  • D. National Highway 65
    National Highway 65 is a major Indian roadway that connects key cities across the states of Maharashtra, Karnataka, Telangana, and Andhra Pradesh.
  • E. 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.
  • 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 95
Triple: [Great Northern Highway, followsRouteNumber, National Highway 95]
Generated description
National Highway 95 is a major Australian highway designation applied to the Great Northern Highway, forming part of a key long-distance route across Western Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: National Highway 95
Target entity description: National Highway 95 is a major Australian highway designation applied to the Great Northern Highway, forming part of a key long-distance route across Western Australia.
  • A. U.S. Route 95
    U.S. Route 95 is a major north–south United States highway running from the Mexican border in Arizona to the Canadian border in Idaho, traversing several western states.
  • 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 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.
  • D. National Highway 65
    National Highway 65 is a major Indian roadway that connects key cities across the states of Maharashtra, Karnataka, Telangana, and Andhra Pradesh.
  • E. 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.
  • 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_69d6ab258b808190b1735835c841e3a4 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a58413048190b9e3b9d2f5383ec3 completed April 10, 2026, 7:23 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08e81e54d4819099def0167ac64e26 completed May 16, 2026, 9:56 p.m.
NEDg Description generation batch_6a08e8fc1d6c819083f06debaa3bec24 completed May 16, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_6a08e98a594c8190b3a2d9ae7e3af4f7 completed May 16, 2026, 10:02 p.m.
Created at: April 8, 2026, 9:42 p.m.