Triple

T8556980
Position Surface form Disambiguated ID Type / Status
Subject Wilcox County, Alabama E202594 entity
Predicate hasTransportation P105 FINISHED
Object U.S. Highway 80 (nearby regional route)
U.S. Highway 80 is a major east–west U.S. highway that serves as an important regional transportation corridor across the southern United States, including central Alabama.
E471460 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. Highway 80 (nearby regional route) | Statement: [Wilcox County, Alabama, hasTransportation, U.S. Highway 80 (nearby regional route)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Highway 80 (nearby regional route)
Context triple: [Wilcox County, Alabama, hasTransportation, U.S. Highway 80 (nearby regional route)]
  • A. U.S. Route 80 (Texas)
    U.S. Route 80 (Texas) is a major east–west U.S. Highway that runs across northern Texas, connecting the Dallas–Fort Worth area with cities to the east and west as part of the historic transcontinental US 80 corridor.
  • B. U.S. Route 9 (nearby)
    U.S. Route 9 is a major north–south U.S. highway running along the East Coast, connecting Delaware to northern New York and serving numerous communities along its route.
  • C. Route 68 highway
    Route 68 highway is a major Chilean roadway that connects the coastal city of Valparaíso and nearby Viña del Mar with the capital, Santiago.
  • D. 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.
  • E. 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.
  • 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. Highway 80 (nearby regional route)
Triple: [Wilcox County, Alabama, hasTransportation, U.S. Highway 80 (nearby regional route)]
Generated description
U.S. Highway 80 is a major east–west U.S. highway that serves as an important regional transportation corridor across the southern United States, including central Alabama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Highway 80 (nearby regional route)
Target entity description: U.S. Highway 80 is a major east–west U.S. highway that serves as an important regional transportation corridor across the southern United States, including central Alabama.
  • A. U.S. Route 80 (Texas) chosen
    U.S. Route 80 (Texas) is a major east–west U.S. Highway that runs across northern Texas, connecting the Dallas–Fort Worth area with cities to the east and west as part of the historic transcontinental US 80 corridor.
  • B. U.S. Route 9 (nearby)
    U.S. Route 9 is a major north–south U.S. highway running along the East Coast, connecting Delaware to northern New York and serving numerous communities along its route.
  • C. Route 68 highway
    Route 68 highway is a major Chilean roadway that connects the coastal city of Valparaíso and nearby Viña del Mar with the capital, Santiago.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69ca8326e6c881908ff720d6abaebdc5 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe946d1408190adc7dfb7b2173f9d completed March 31, 2026, 3:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce893b24c0819094fead15749fe1ee completed April 2, 2026, 3:20 p.m.
NEDg Description generation batch_69ce8a9ba0448190ae7637f24b8a8032 completed April 2, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ce8bda33548190a8f6985a48d65a39 completed April 2, 2026, 3:31 p.m.
Created at: March 30, 2026, 6:20 p.m.