Triple

T9636518
Position Surface form Disambiguated ID Type / Status
Subject New South Wales state highway network E232945 entity
Predicate includes P1393 FINISHED
Object Federal Highway
The Federal Highway is a major road in southeastern Australia that links Canberra in the Australian Capital Territory with the Hume Highway in New South Wales.
E811575 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: Federal Highway | Statement: [New South Wales state highway network, includes, Federal Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Federal Highway
Context triple: [New South Wales state highway network, includes, Federal Highway]
  • A. Federal Highway
    Federal Highway is a major Malaysian expressway that serves as a key arterial route connecting Kuala Lumpur with surrounding cities in the Klang Valley.
  • B. H-2 Interstate Highway
    H-2 Interstate Highway is a major freeway on the island of Oʻahu in Hawaii that connects the H-1 freeway near Pearl City to the central plateau area, serving military installations such as Schofield Barracks.
  • C. Highway 5
    Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
  • D. National Freeway 1
    National Freeway 1 is a major north–south expressway in Taiwan that connects key cities and regions, including the greater Taipei area.
  • E. National Highway 1
    National Highway 1 is a major roadway that forms part of a country's primary national highway system, connecting key cities and regions along its route.
  • 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: Federal Highway
Triple: [New South Wales state highway network, includes, Federal Highway]
Generated description
The Federal Highway is a major road in southeastern Australia that links Canberra in the Australian Capital Territory with the Hume Highway in New South Wales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Federal Highway
Target entity description: The Federal Highway is a major road in southeastern Australia that links Canberra in the Australian Capital Territory with the Hume Highway in New South Wales.
  • A. Federal Highway
    Federal Highway is a major Malaysian expressway that serves as a key arterial route connecting Kuala Lumpur with surrounding cities in the Klang Valley.
  • B. H-2 Interstate Highway
    H-2 Interstate Highway is a major freeway on the island of Oʻahu in Hawaii that connects the H-1 freeway near Pearl City to the central plateau area, serving military installations such as Schofield Barracks.
  • C. Highway 5
    Highway 5 is a major Finnish roadway that runs through eastern Finland, connecting several towns and regions including the municipality of Suomussalmi.
  • D. National Freeway 1
    National Freeway 1 is a major north–south expressway in Taiwan that connects key cities and regions, including the greater Taipei area.
  • E. National Highway 1
    National Highway 1 is a major roadway that forms part of a country's primary national highway system, connecting key cities and regions along its route.
  • 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_69ca848940cc8190b97cec654cb3bb4a completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9b5045cc8190ab717f42d803e010 completed April 1, 2026, 10:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1823e32c48190a442b77a0f7c8180 completed April 4, 2026, 9:27 p.m.
NEDg Description generation batch_69d18393656c81908821ae0d7af83a57 completed April 4, 2026, 9:33 p.m.
NED2 Entity disambiguation (via description) batch_69d183f733cc8190bbb69c035c1d397a completed April 4, 2026, 9:34 p.m.
Created at: March 30, 2026, 8:11 p.m.