Triple

T470090
Position Surface form Disambiguated ID Type / Status
Subject Aberdeen, South Dakota E8535 entity
Predicate majorHighway P385 FINISHED
Object U.S. Route 12
U.S. Route 12 is a major east–west United States highway that stretches from the Pacific Northwest to the Great Lakes region, connecting numerous cities and rural areas across the northern part of the country.
E323977 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: U.S. Route 12 | Statement: [Aberdeen, South Dakota, majorHighway, U.S. Route 12]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 12
Context triple: [Aberdeen, South Dakota, majorHighway, U.S. Route 12]
  • A. U.S. Route 20
    U.S. Route 20 is a major east–west United States highway that stretches from the Pacific Northwest to New England, serving as one of the longest roads in the national highway system.
  • B. U.S. Route 15
    U.S. Route 15 is a major north–south U.S. Highway running from South Carolina to New York, serving as an important regional corridor through several Mid-Atlantic and Southern states.
  • C. U.S. Route 19
    U.S. Route 19 is a major north–south United States highway running from Erie, Pennsylvania, to Memphis, Florida, passing through several states in the eastern U.S.
  • D. U.S. Route 2
    U.S. Route 2 is a major east–west United States highway that runs across the northern part of the country, stretching from the Great Lakes region to northern New England.
  • E. U.S. Route 5
    U.S. Route 5 is a major north–south United States highway running through New England, primarily paralleling the Connecticut River from Connecticut to the Canadian border.
  • 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: U.S. Route 12
Triple: [Aberdeen, South Dakota, majorHighway, U.S. Route 12]
Generated description
U.S. Route 12 is a major east–west United States highway that stretches from the Pacific Northwest to the Great Lakes region, connecting numerous cities and rural areas across the northern part of the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 12
Target entity description: U.S. Route 12 is a major east–west United States highway that stretches from the Pacific Northwest to the Great Lakes region, connecting numerous cities and rural areas across the northern part of the country.
  • A. U.S. Route 20
    U.S. Route 20 is a major east–west United States highway that stretches from the Pacific Northwest to New England, serving as one of the longest roads in the national highway system.
  • B. U.S. Route 15
    U.S. Route 15 is a major north–south U.S. Highway running from South Carolina to New York, serving as an important regional corridor through several Mid-Atlantic and Southern states.
  • C. U.S. Route 19
    U.S. Route 19 is a major north–south United States highway running from Erie, Pennsylvania, to Memphis, Florida, passing through several states in the eastern U.S.
  • D. U.S. Route 2
    U.S. Route 2 is a major east–west United States highway that runs across the northern part of the country, stretching from the Great Lakes region to northern New England.
  • E. U.S. Route 5
    U.S. Route 5 is a major north–south United States highway running through New England, primarily paralleling the Connecticut River from Connecticut to the Canadian border.
  • 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_69a2e7f3aeb48190a19453e3a043f486 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efef8b788190857ebf66df562d59 completed Feb. 28, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1f8350068819091e59bc7f2f9abd8 completed March 11, 2026, 11:18 p.m.
NEDg Description generation batch_69b1f8c2342c8190a679d9a5398aa5f6 completed March 11, 2026, 11:20 p.m.
NED2 Entity disambiguation (via description) batch_69b1f8f93bd88190a7dfa7ad1a29c6e3 completed March 11, 2026, 11:21 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.