Triple

T5108784
Position Surface form Disambiguated ID Type / Status
Subject Taranaki Region E115162 entity
Predicate hasMajorHighway P385 FINISHED
Object State Highway 45
State Highway 45 is a coastal New Zealand state highway in the Taranaki Region, known for linking New Plymouth with towns around the western side of Mount Taranaki.
E530487 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: State Highway 45 | Statement: [Taranaki Region, hasMajorHighway, State Highway 45]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Highway 45
Context triple: [Taranaki Region, hasMajorHighway, State Highway 45]
  • A. State Highway 45
    State Highway 45 is a state-maintained roadway in Colorado that serves as a key connector route within the city of Pueblo.
  • B. Federal Highway 45
    Federal Highway 45 is a major Mexican federal roadway that runs north–south through central and northern Mexico, connecting key cities including Chihuahua City and serving as an important commercial and transportation corridor.
  • C. Texas State Highway 45
    Texas State Highway 45 is a toll highway forming part of the Austin area’s outer loop, helping to route traffic around the city and connect major regional roadways.
  • D. Southwest Highway
    Southwest Highway is a major arterial road in the Chicago metropolitan area that runs through suburbs such as Oak Lawn, Illinois.
  • E. U.S. Route 45
    U.S. Route 45 is a major north–south United States highway that runs from the Gulf Coast in Mississippi through several Midwestern states to the Upper Peninsula of Michigan.
  • 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: State Highway 45
Triple: [Taranaki Region, hasMajorHighway, State Highway 45]
Generated description
State Highway 45 is a coastal New Zealand state highway in the Taranaki Region, known for linking New Plymouth with towns around the western side of Mount Taranaki.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Highway 45
Target entity description: State Highway 45 is a coastal New Zealand state highway in the Taranaki Region, known for linking New Plymouth with towns around the western side of Mount Taranaki.
  • A. State Highway 45
    State Highway 45 is a state-maintained roadway in Colorado that serves as a key connector route within the city of Pueblo.
  • B. Federal Highway 45
    Federal Highway 45 is a major Mexican federal roadway that runs north–south through central and northern Mexico, connecting key cities including Chihuahua City and serving as an important commercial and transportation corridor.
  • C. Texas State Highway 45
    Texas State Highway 45 is a toll highway forming part of the Austin area’s outer loop, helping to route traffic around the city and connect major regional roadways.
  • D. Southwest Highway
    Southwest Highway is a major arterial road in the Chicago metropolitan area that runs through suburbs such as Oak Lawn, Illinois.
  • E. U.S. Route 45
    U.S. Route 45 is a major north–south United States highway that runs from the Gulf Coast in Mississippi through several Midwestern states to the Upper Peninsula of Michigan.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75aa6b088190b02cdb66ec4a11f0 completed March 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02777c0908190a0aebbbca3b7b0a6 completed March 22, 2026, 5:31 p.m.
NEDg Description generation batch_69c037b4e04881908d07e704f2a161bb completed March 22, 2026, 6:40 p.m.
NED2 Entity disambiguation (via description) batch_69c0384d023081909cb0d4ba4b80c07e completed March 22, 2026, 6:43 p.m.
Created at: March 20, 2026, 1:41 p.m.