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.