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.