Triple

T8995101
Position Surface form Disambiguated ID Type / Status
Subject U.S. Route 281 E214882 entity
Predicate networkCode P57366 FINISHED
Object US 281
US 281 is a major north–south U.S. Highway running from the Mexican border in Texas through the central United States to the Canadian border in North Dakota.
 E770968 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 281 | Statement: [U.S. Route 281, networkCode, US 281]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: US 281
Context triple: [U.S. Route 281, networkCode, US 281]
  • A. US 280
    US 280 is a major U.S. highway running through Alabama and Georgia, linking cities such as Birmingham, Opelika, and Columbus.
  • B. US 231
    US 231 is a major north–south United States highway running through several states in the eastern and central U.S., serving as an important regional transportation corridor.
  • C. US 82
    US 82 is a major east–west U.S. Highway running across the southern United States, passing through states such as New Mexico, Texas, Arkansas, Mississippi, Alabama, and Georgia.
  • D. US 80
    US 80 is a major east–west U.S. Highway that historically linked the Atlantic and Pacific coasts and now runs across the southern United States.
  • E. 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.
  • 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 281
Triple: [U.S. Route 281, networkCode, US 281]
Generated description
US 281 is a major north–south U.S. Highway running from the Mexican border in Texas through the central United States to the Canadian border in North Dakota.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: US 281
Target entity description: US 281 is a major north–south U.S. Highway running from the Mexican border in Texas through the central United States to the Canadian border in North Dakota.
  • A. US 280
    US 280 is a major U.S. highway running through Alabama and Georgia, linking cities such as Birmingham, Opelika, and Columbus.
  • B. US 231
    US 231 is a major north–south United States highway running through several states in the eastern and central U.S., serving as an important regional transportation corridor.
  • C. US 82
    US 82 is a major east–west U.S. Highway running across the southern United States, passing through states such as New Mexico, Texas, Arkansas, Mississippi, Alabama, and Georgia.
  • D. US 80
    US 80 is a major east–west U.S. Highway that historically linked the Atlantic and Pacific coasts and now runs across the southern United States.
  • E. 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.
  • 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_69ca83a05c608190bdfdbdb25e994b39 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc68ddff288190869731df2c178ff6 completed April 1, 2026, 12:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0d0e6a08190a2faf4157b8a9cd4 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd193fdbc8190b49192327f698943 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd242590881909ca351c1040c76ef completed April 3, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:04 p.m.