Triple

T2275720
Position Surface form Disambiguated ID Type / Status
Subject M-72 E50764 entity
Predicate connectsTo P845 FINISHED
Object US 31
US 31 is a major north–south United States highway running through several Midwestern and Southern states, serving as an important regional transportation corridor.
 E249544 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 31 | Statement: [M-72, connectsTo, US 31]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: US 31
Context triple: [M-72, connectsTo, US 31]
  • 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 30
    U.S. Route 30 is a major east–west U.S. highway that spans from the East Coast to the Midwest, passing through multiple states and serving as an important regional transportation corridor.
  • C. SR 316
    SR 316 is a major east–west state highway in Georgia that connects the Atlanta metropolitan area with the city of Athens.
  • D. 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.
  • E. U.S. Route 71
    U.S. Route 71 is a major north–south United States highway running from Louisiana through several Midwestern states to the Canadian border in Minnesota.
  • 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 31
Triple: [M-72, connectsTo, US 31]
Generated description
US 31 is a major north–south United States highway running through several Midwestern and Southern states, serving as an important regional transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: US 31
Target entity description: US 31 is a major north–south United States highway running through several Midwestern and Southern states, 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 30
    U.S. Route 30 is a major east–west U.S. highway that spans from the East Coast to the Midwest, passing through multiple states and serving as an important regional transportation corridor.
  • C. SR 316
    SR 316 is a major east–west state highway in Georgia that connects the Atlanta metropolitan area with the city of Athens.
  • D. 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.
  • E. U.S. Route 71
    U.S. Route 71 is a major north–south United States highway running from Louisiana through several Midwestern states to the Canadian border in Minnesota.
  • 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.