Triple

T2275725
Position Surface form Disambiguated ID Type / Status
Subject M-72 E50764 entity
Predicate connectsTo P845 FINISHED
Object US 23
US 23 is a major north–south United States highway running from Florida to Michigan, serving as an important regional transportation corridor.
E249546 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: US 23 | Statement: [M-72, connectsTo, US 23]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: US 23
Context triple: [M-72, connectsTo, US 23]
  • A. U.S. Route 3
    U.S. Route 3 is a north–south United States highway running through Massachusetts and New Hampshire, connecting the Boston metropolitan area with the New Hampshire Lakes Region and beyond.
  • B. 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.
  • C. 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.
  • D. US 202
    US 202 is a U.S. highway running through the northeastern United States, connecting cities in states such as Delaware, Pennsylvania, New Jersey, New York, and beyond.
  • E. U.S. Route 34
    U.S. Route 34 is a major east–west U.S. Highway running from Colorado through the Midwest to Illinois, serving as an important regional transportation corridor.
  • 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: US 23
Triple: [M-72, connectsTo, US 23]
Generated description
US 23 is a major north–south United States highway running from Florida to Michigan, serving as an important regional transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: US 23
Target entity description: US 23 is a major north–south United States highway running from Florida to Michigan, serving as an important regional transportation corridor.
  • A. U.S. Route 3
    U.S. Route 3 is a north–south United States highway running through Massachusetts and New Hampshire, connecting the Boston metropolitan area with the New Hampshire Lakes Region and beyond.
  • B. 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.
  • C. 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.
  • D. US 202
    US 202 is a U.S. highway running through the northeastern United States, connecting cities in states such as Delaware, Pennsylvania, New Jersey, New York, and beyond.
  • E. U.S. Route 34
    U.S. Route 34 is a major east–west U.S. Highway running from Colorado through the Midwest to Illinois, serving as an important regional transportation corridor.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ecc600819095dd4f69af1d18d8 completed March 7, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71e01860819082bca15c146b9c64 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae727528bc8190b49b0ffbc53a63f2 completed March 9, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_69ae72c077ec819093a1b9ac089e2e7c completed March 9, 2026, 7:12 a.m.
Created at: March 4, 2026, 7:48 p.m.