Triple

T5170598
Position Surface form Disambiguated ID Type / Status
Subject I-435 E116666 entity
Predicate connectsTo P845 FINISHED
Object US 71
US 71 is a major north–south U.S. Highway running through the central United States, notably traversing states such as Louisiana, Arkansas, Missouri, and Iowa.
E499809 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 71 | Statement: [I-435, connectsTo, US 71]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: US 71
Context triple: [I-435, connectsTo, US 71]
  • A. US 7
    US 7 is a north–south U.S. highway in New England that runs from Connecticut through Massachusetts to Vermont, serving as a major regional route.
  • B. US 41
    US 41 is a major north–south U.S. highway running from Miami, Florida, through the Midwest to the Upper Peninsula of Michigan near the Canadian border.
  • C. 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.
  • D. US 66
    US 66 is a historic U.S. highway, famously known as "Route 66," that once ran from Chicago to Los Angeles and became an iconic symbol of American road travel and culture.
  • E. US 131
    US 131 is a north–south U.S. Highway in western Michigan that runs from the Indiana state line through cities such as Kalamazoo and Grand Rapids up toward the northern Lower Peninsula.
  • 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 71
Triple: [I-435, connectsTo, US 71]
Generated description
US 71 is a major north–south U.S. Highway running through the central United States, notably traversing states such as Louisiana, Arkansas, Missouri, and Iowa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: US 71
Target entity description: US 71 is a major north–south U.S. Highway running through the central United States, notably traversing states such as Louisiana, Arkansas, Missouri, and Iowa.
  • A. US 7
    US 7 is a north–south U.S. highway in New England that runs from Connecticut through Massachusetts to Vermont, serving as a major regional route.
  • B. US 41
    US 41 is a major north–south U.S. highway running from Miami, Florida, through the Midwest to the Upper Peninsula of Michigan near the Canadian border.
  • C. 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.
  • D. US 66
    US 66 is a historic U.S. highway, famously known as "Route 66," that once ran from Chicago to Los Angeles and became an iconic symbol of American road travel and culture.
  • E. US 131
    US 131 is a north–south U.S. Highway in western Michigan that runs from the Indiana state line through cities such as Kalamazoo and Grand Rapids up toward the northern Lower Peninsula.
  • 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_69bd445ff97c81909a2615cc56235470 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd794f44248190a3a90c92208104a7 completed March 20, 2026, 4:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed9439ec881909021973aa5395e4f completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69beda6e82888190b54b814a16582e48 completed March 21, 2026, 5:50 p.m.
NED2 Entity disambiguation (via description) batch_69bedaf860b0819086805fc9630a74d0 completed March 21, 2026, 5:52 p.m.
Created at: March 20, 2026, 1:45 p.m.