Triple

T1431246
Position Surface form Disambiguated ID Type / Status
Subject Huntsville, Alabama E30449 entity
Predicate servedBy P82 FINISHED
Object U.S. Route 72
U.S. Route 72 is a major east–west U.S. highway in the southeastern United States that connects cities across Tennessee, Alabama, and Mississippi.
E790080 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 72 | Statement: [Huntsville, Alabama, servedBy, U.S. Route 72]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 72
Context triple: [Huntsville, Alabama, servedBy, U.S. Route 72]
  • A. U.S. Route 74
    U.S. Route 74 is a major east–west U.S. Highway running across the southern part of North Carolina into Tennessee, connecting cities such as Charlotte, Gastonia, and Wilmington.
  • B. U.S. Route 73
    U.S. Route 73 is a north–south United States highway running through northeastern Kansas and southeastern Nebraska, connecting communities including the Kansas City metropolitan area.
  • C. U.S. Route 23
    U.S. Route 23 is a major north–south U.S. highway running from Florida to Michigan, serving as a key regional transportation artery through several eastern and midwestern states.
  • D. U.S. Route 77
    U.S. Route 77 is a major north–south U.S. Highway running from the Mexican border in Texas through several central states to its northern terminus in Iowa.
  • E. U.S. Route 14
    U.S. Route 14 is a major east–west U.S. Highway that runs from Chicago, Illinois, across the northern Midwest and Great Plains to Yellowstone National Park in Wyoming.
  • 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 72
Triple: [Huntsville, Alabama, servedBy, U.S. Route 72]
Generated description
U.S. Route 72 is a major east–west U.S. highway in the southeastern United States that connects cities across Tennessee, Alabama, and Mississippi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 72
Target entity description: U.S. Route 72 is a major east–west U.S. highway in the southeastern United States that connects cities across Tennessee, Alabama, and Mississippi.
  • A. U.S. Route 74
    U.S. Route 74 is a major east–west U.S. Highway running across the southern part of North Carolina into Tennessee, connecting cities such as Charlotte, Gastonia, and Wilmington.
  • B. U.S. Route 73
    U.S. Route 73 is a north–south United States highway running through northeastern Kansas and southeastern Nebraska, connecting communities including the Kansas City metropolitan area.
  • C. U.S. Route 23
    U.S. Route 23 is a major north–south U.S. highway running from Florida to Michigan, serving as a key regional transportation artery through several eastern and midwestern states.
  • D. U.S. Route 77
    U.S. Route 77 is a major north–south U.S. Highway running from the Mexican border in Texas through several central states to its northern terminus in Iowa.
  • E. U.S. Route 14
    U.S. Route 14 is a major east–west U.S. Highway that runs from Chicago, Illinois, across the northern Midwest and Great Plains to Yellowstone National Park in Wyoming.
  • 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_69a498fc69ec8190b61722bd4b67c4d2 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4dc3e2081909ff951fe73db277b completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0b12e42e48190b62b772d150117f2 completed April 4, 2026, 6:35 a.m.
NEDg Description generation batch_69d0b2b9fbf4819083e594d676323c65 completed April 4, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69d0b343a040819098620e2e3c451b39 completed April 4, 2026, 6:44 a.m.
Created at: March 1, 2026, 8 p.m.