Triple
T6131550
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hume Highway |
E136729
|
entity |
| Predicate | hasBypass |
P12840
|
FINISHED |
| Object |
Yass bypass
The Yass bypass is a section of roadway that diverts Hume Highway traffic around the town of Yass in New South Wales, Australia, to improve traffic flow and reduce congestion in the town centre.
|
E571890
|
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: Yass bypass | Statement: [Hume Highway, hasBypass, Yass bypass]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Yass bypass Context triple: [Hume Highway, hasBypass, Yass bypass]
-
A.
Gympie Bypass
The Gympie Bypass is a major road project in Queensland, Australia, designed to divert highway traffic around the city of Gympie to improve safety and reduce congestion.
-
B.
Caboolture Bypass
Caboolture Bypass is a major road in Queensland, Australia, that diverts traffic around the town of Caboolture to ease congestion on the main highway route.
-
C.
Mallee Highway
The Mallee Highway is a major rural road in South Australia and Victoria that links a series of small agricultural communities across the Mallee region.
-
D.
Carnarvon Highway
Carnarvon Highway is a major rural highway in Queensland and New South Wales, Australia, linking inland towns and agricultural regions to the national road network.
-
E.
Likelike Highway
Likelike Highway is a major mountain pass route on the island of Oʻahu in Hawaii that connects Honolulu with the windward side, including the town of Kailua.
- 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: Yass bypass Triple: [Hume Highway, hasBypass, Yass bypass]
Generated description
The Yass bypass is a section of roadway that diverts Hume Highway traffic around the town of Yass in New South Wales, Australia, to improve traffic flow and reduce congestion in the town centre.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Yass bypass Target entity description: The Yass bypass is a section of roadway that diverts Hume Highway traffic around the town of Yass in New South Wales, Australia, to improve traffic flow and reduce congestion in the town centre.
-
A.
Gympie Bypass
The Gympie Bypass is a major road project in Queensland, Australia, designed to divert highway traffic around the city of Gympie to improve safety and reduce congestion.
-
B.
Caboolture Bypass
Caboolture Bypass is a major road in Queensland, Australia, that diverts traffic around the town of Caboolture to ease congestion on the main highway route.
-
C.
Mallee Highway
The Mallee Highway is a major rural road in South Australia and Victoria that links a series of small agricultural communities across the Mallee region.
-
D.
Carnarvon Highway
Carnarvon Highway is a major rural highway in Queensland and New South Wales, Australia, linking inland towns and agricultural regions to the national road network.
-
E.
Likelike Highway
Likelike Highway is a major mountain pass route on the island of Oʻahu in Hawaii that connects Honolulu with the windward side, including the town of Kailua.
- 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_69c008a0a37c81908e5b4f879158afb3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05c4f7ad8819096b09ddd312453fb |
completed | March 22, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c135d75a588190a565026498bcce57 |
completed | March 23, 2026, 12:45 p.m. |
| NEDg | Description generation | batch_69c137fb40e881909bdbd776c55a1f51 |
completed | March 23, 2026, 12:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1387a38788190b8cf2b04e5eeb5e3 |
completed | March 23, 2026, 12:56 p.m. |
Created at: March 22, 2026, 4:15 p.m.