Triple

T926339
Position Surface form Disambiguated ID Type / Status
Subject Uvalde, Texas E19990 entity
Predicate transportServedBy P1298 FINISHED
Object U.S. Route 83
U.S. Route 83 is a major north–south United States highway that runs from the Mexican border in Texas to the Canadian border in North Dakota, traversing the Great Plains and connecting numerous rural communities and regional centers.
E558775 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 83 | Statement: [Uvalde, Texas, transportServedBy, U.S. Route 83]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 83
Context triple: [Uvalde, Texas, transportServedBy, U.S. Route 83]
  • A. U.S. Route 87
    U.S. Route 87 is a major north–south U.S. Highway running from Texas through the Great Plains and Rocky Mountain states, serving key cities and regions including parts of the Front Range Urban Corridor.
  • B. U.S. Route 81
    U.S. Route 81 is a major north–south United States highway running from Texas to the Canadian border, historically following much of the old Meridian Highway route.
  • C. U.S. Route 85
    U.S. Route 85 is a major north–south United States highway running from the Mexican border in Texas through several central and Rocky Mountain states to the Canadian border in North Dakota.
  • D. 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.
  • E. U.S. Route 82
    U.S. Route 82 is a major east–west U.S. Highway running across the southern United States, linking Texas to Georgia and 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: U.S. Route 83
Triple: [Uvalde, Texas, transportServedBy, U.S. Route 83]
Generated description
U.S. Route 83 is a major north–south United States highway that runs from the Mexican border in Texas to the Canadian border in North Dakota, traversing the Great Plains and connecting numerous rural communities and regional centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 83
Target entity description: U.S. Route 83 is a major north–south United States highway that runs from the Mexican border in Texas to the Canadian border in North Dakota, traversing the Great Plains and connecting numerous rural communities and regional centers.
  • A. U.S. Route 87
    U.S. Route 87 is a major north–south U.S. Highway running from Texas through the Great Plains and Rocky Mountain states, serving key cities and regions including parts of the Front Range Urban Corridor.
  • B. U.S. Route 81
    U.S. Route 81 is a major north–south United States highway running from Texas to the Canadian border, historically following much of the old Meridian Highway route.
  • C. U.S. Route 85
    U.S. Route 85 is a major north–south United States highway running from the Mexican border in Texas through several central and Rocky Mountain states to the Canadian border in North Dakota.
  • D. 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.
  • E. U.S. Route 82
    U.S. Route 82 is a major east–west U.S. Highway running across the southern United States, linking Texas to Georgia and 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_69a493a099788190a696d9d8408cbaf4 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b32c5b508190a570c94a6647ba70 completed March 1, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0e2d5e3948190961df336430d31f7 completed March 23, 2026, 6:51 a.m.
NEDg Description generation batch_69c0f4bc97548190bf0fffed9a0f732e completed March 23, 2026, 8:07 a.m.
NED2 Entity disambiguation (via description) batch_69c0f513fa448190a6a94e131354f4e9 completed March 23, 2026, 8:08 a.m.
Created at: March 1, 2026, 7:40 p.m.