Triple

T13145618
Position Surface form Disambiguated ID Type / Status
Subject Eastern Highlands Province E312326 entity
Predicate hasRoad P959 FINISHED
Object Highlands Highway
The Highlands Highway is a major road in Papua New Guinea that serves as the primary transport and economic lifeline connecting the coastal city of Lae to the country’s central highlands regions.
E1096738 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: Highlands Highway | Statement: [Eastern Highlands Province, hasRoad, Highlands Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Highlands Highway
Context triple: [Eastern Highlands Province, hasRoad, Highlands Highway]
  • A. Stirling Highway
    Stirling Highway is a major arterial road in Western Australia that links the Perth central business district with the port city of Fremantle.
  • B. Pioneer Highway
    Pioneer Highway is a local roadway in Washington State that connects communities in Snohomish County and serves as a junction route with State Route 532.
  • C. Augusta Highway
    Augusta Highway is a major road in South Australia that serves as a key route linking Adelaide with the state’s northern regions and the outback.
  • D. Crowsnest Highway
    Crowsnest Highway is a major east–west route in western Canada that traverses southern British Columbia and Alberta through the Rocky Mountains and several key interior communities.
  • E. Riddoch Highway
    Riddoch Highway is a major road in South Australia's Limestone Coast region, running through key towns such as Penola and serving as an important route for local agriculture and tourism.
  • 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: Highlands Highway
Triple: [Eastern Highlands Province, hasRoad, Highlands Highway]
Generated description
The Highlands Highway is a major road in Papua New Guinea that serves as the primary transport and economic lifeline connecting the coastal city of Lae to the country’s central highlands regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Highlands Highway
Target entity description: The Highlands Highway is a major road in Papua New Guinea that serves as the primary transport and economic lifeline connecting the coastal city of Lae to the country’s central highlands regions.
  • A. Stirling Highway
    Stirling Highway is a major arterial road in Western Australia that links the Perth central business district with the port city of Fremantle.
  • B. Pioneer Highway
    Pioneer Highway is a local roadway in Washington State that connects communities in Snohomish County and serves as a junction route with State Route 532.
  • C. Augusta Highway
    Augusta Highway is a major road in South Australia that serves as a key route linking Adelaide with the state’s northern regions and the outback.
  • D. Crowsnest Highway
    Crowsnest Highway is a major east–west route in western Canada that traverses southern British Columbia and Alberta through the Rocky Mountains and several key interior communities.
  • E. Riddoch Highway
    Riddoch Highway is a major road in South Australia's Limestone Coast region, running through key towns such as Penola and serving as an important route for local agriculture and tourism.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98bcf6d0c819081d078f33e4bdedc completed April 10, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd54f5323c8190aa239bad461b0857 completed May 8, 2026, 3:13 a.m.
NEDg Description generation batch_69fd55b6d4ec8190963e7361589efd43 completed May 8, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd562a3e788190925589dfc7699fe5 completed May 8, 2026, 3:19 a.m.
Created at: April 9, 2026, 9:10 p.m.