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.