Triple

T3448458
Position Surface form Disambiguated ID Type / Status
Subject Mitchell Highway E72732 entity
Predicate formerRouteNumber P22310 FINISHED
Object National Route 71
National Route 71 was a former Australian national highway route designation that once applied to the Mitchell Highway in New South Wales and Queensland.
E361628 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: National Route 71 | Statement: [Mitchell Highway, formerRouteNumber, National Route 71]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Route 71
Context triple: [Mitchell Highway, formerRouteNumber, National Route 71]
  • A. National Route 17
    National Route 17 is a major South Korean highway that runs north–south across the country, connecting multiple cities and regions including Eumseong County.
  • B. National Route 37
    National Route 37 is a major Japanese national highway in Hokkaido that connects the city of Muroran with other key regional destinations along the southwestern coast.
  • C. National Route 36
    National Route 36 is a major Japanese highway in Hokkaido that connects the cities of Sapporo and Muroran, serving as an important coastal transportation corridor.
  • D. National Route 171
    National Route 171 is a major Japanese national highway in the Kansai region that connects parts of Osaka and Hyōgo Prefectures, serving as an important arterial road for regional traffic and commerce.
  • E. National Route 136
    National Route 136 is a major Japanese highway on the Izu Peninsula in Shizuoka Prefecture, connecting coastal and inland cities including Mishima.
  • 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: National Route 71
Triple: [Mitchell Highway, formerRouteNumber, National Route 71]
Generated description
National Route 71 was a former Australian national highway route designation that once applied to the Mitchell Highway in New South Wales and Queensland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Route 71
Target entity description: National Route 71 was a former Australian national highway route designation that once applied to the Mitchell Highway in New South Wales and Queensland.
  • A. National Route 17
    National Route 17 is a major South Korean highway that runs north–south across the country, connecting multiple cities and regions including Eumseong County.
  • B. National Route 37
    National Route 37 is a major Japanese national highway in Hokkaido that connects the city of Muroran with other key regional destinations along the southwestern coast.
  • C. National Route 36
    National Route 36 is a major Japanese highway in Hokkaido that connects the cities of Sapporo and Muroran, serving as an important coastal transportation corridor.
  • D. National Route 171
    National Route 171 is a major Japanese national highway in the Kansai region that connects parts of Osaka and Hyōgo Prefectures, serving as an important arterial road for regional traffic and commerce.
  • E. National Route 136
    National Route 136 is a major Japanese highway on the Izu Peninsula in Shizuoka Prefecture, connecting coastal and inland cities including Mishima.
  • 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_69ad85b05c848190b7a28ceec2bd7b74 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adba705d988190b76d905751a337ee completed March 8, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69b367fc4e8c81909fb57634113369fa completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b36bb99b7881908d2fcbf53632d98f completed March 13, 2026, 1:43 a.m.
NED2 Entity disambiguation (via description) batch_69b36c0f15248190a69d301c5ea90b35 completed March 13, 2026, 1:44 a.m.
Created at: March 8, 2026, 3:16 p.m.