Triple

T2581892
Position Surface form Disambiguated ID Type / Status
Subject Port Hedland E57109 entity
Predicate connectedBy P37 FINISHED
Object Great Northern Highway
Great Northern Highway is a major Western Australian highway that runs through the Pilbara region, linking coastal towns like Port Hedland with inland and northern communities.
E280207 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: Great Northern Highway | Statement: [Port Hedland, connectedBy, Great Northern Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Great Northern Highway
Context triple: [Port Hedland, connectedBy, Great Northern Highway]
  • A. Great Western Highway
    The Great Western Highway is a major transport route in New South Wales, Australia, linking Sydney with the Blue Mountains and the Central West regions.
  • B. Great Eastern Highway
    Great Eastern Highway is a major road in Western Australia that links Perth with the eastern goldfields region, including the city of Kalgoorlie.
  • C. Glenn Highway
    Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
  • D. New England Highway
    The New England Highway is a major inland highway in eastern Australia that links New South Wales and Queensland, serving as a key transport route through the New England region.
  • E. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • 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: Great Northern Highway
Triple: [Port Hedland, connectedBy, Great Northern Highway]
Generated description
Great Northern Highway is a major Western Australian highway that runs through the Pilbara region, linking coastal towns like Port Hedland with inland and northern communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Great Northern Highway
Target entity description: Great Northern Highway is a major Western Australian highway that runs through the Pilbara region, linking coastal towns like Port Hedland with inland and northern communities.
  • A. Great Western Highway
    The Great Western Highway is a major transport route in New South Wales, Australia, linking Sydney with the Blue Mountains and the Central West regions.
  • B. Great Eastern Highway
    Great Eastern Highway is a major road in Western Australia that links Perth with the eastern goldfields region, including the city of Kalgoorlie.
  • C. Glenn Highway
    Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
  • D. New England Highway
    The New England Highway is a major inland highway in eastern Australia that links New South Wales and Queensland, serving as a key transport route through the New England region.
  • E. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • 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_69ab4a4dca6481908c301f8e317396e7 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd3c843bc8190837cea3441bf3ca1 completed March 7, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69af657cc2b08190a9055d6da7744851 completed March 10, 2026, 12:27 a.m.
NEDg Description generation batch_69af69a66078819084f341b052860751 completed March 10, 2026, 12:45 a.m.
NED2 Entity disambiguation (via description) batch_69af6a071f1c8190b2a707a0c98ddc94 completed March 10, 2026, 12:47 a.m.
Created at: March 6, 2026, 9:49 p.m.