Triple

T6867792
Position Surface form Disambiguated ID Type / Status
Subject State Route 22 (Alabama) E158454 entity
Predicate hasJunctionWith P1018 FINISHED
Object U.S. Route 31 in Clanton, Alabama
U.S. Route 31 in Clanton, Alabama is a major north–south highway running through the city that serves as a key local and regional transportation corridor.
E626066 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 31 in Clanton, Alabama | Statement: [State Route 22 (Alabama), hasJunctionWith, U.S. Route 31 in Clanton, Alabama]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. Route 31 in Clanton, Alabama
Context triple: [State Route 22 (Alabama), hasJunctionWith, U.S. Route 31 in Clanton, Alabama]
  • A. U.S. Route 231 near Cottondale
    U.S. Route 231 near Cottondale is a segment of the north–south U.S. highway in Florida’s Panhandle that serves as a key connector between rural Jackson County and major east–west routes, including Interstate 10.
  • B. U.S. Route 319 in Tallahassee
    U.S. Route 319 in Tallahassee is a major north–south U.S. highway serving the Tallahassee area, providing regional connectivity and access to key local destinations.
  • C. Pike Road, Alabama
    Pike Road, Alabama is a small, fast-growing town in the Montgomery metropolitan area known for its suburban residential character and community-focused atmosphere.
  • D. U.S. Route 31E
    U.S. Route 31E is a U.S. highway running through central Kentucky and Tennessee, serving as one of two main branches of U.S. Route 31 between Nashville and Louisville.
  • E. U.S. Route 231 in Panama City
    U.S. Route 231 in Panama City is a major north–south highway in Florida that serves as a primary route connecting Panama City to inland communities and Interstate 10.
  • 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 31 in Clanton, Alabama
Triple: [State Route 22 (Alabama), hasJunctionWith, U.S. Route 31 in Clanton, Alabama]
Generated description
U.S. Route 31 in Clanton, Alabama is a major north–south highway running through the city that serves as a key local and regional transportation corridor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. Route 31 in Clanton, Alabama
Target entity description: U.S. Route 31 in Clanton, Alabama is a major north–south highway running through the city that serves as a key local and regional transportation corridor.
  • A. U.S. Route 231 near Cottondale
    U.S. Route 231 near Cottondale is a segment of the north–south U.S. highway in Florida’s Panhandle that serves as a key connector between rural Jackson County and major east–west routes, including Interstate 10.
  • B. U.S. Route 319 in Tallahassee
    U.S. Route 319 in Tallahassee is a major north–south U.S. highway serving the Tallahassee area, providing regional connectivity and access to key local destinations.
  • C. Pike Road, Alabama
    Pike Road, Alabama is a small, fast-growing town in the Montgomery metropolitan area known for its suburban residential character and community-focused atmosphere.
  • D. U.S. Route 31E
    U.S. Route 31E is a U.S. highway running through central Kentucky and Tennessee, serving as one of two main branches of U.S. Route 31 between Nashville and Louisville.
  • E. U.S. Route 231 in Panama City
    U.S. Route 231 in Panama City is a major north–south highway in Florida that serves as a primary route connecting Panama City to inland communities and Interstate 10.
  • 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_69c68831e3648190a643c328122e4d43 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8a793a481909340239c065393a4 completed March 27, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c74292922c8190a0d3ee6f74ff672c completed March 28, 2026, 2:53 a.m.
NEDg Description generation batch_69c7448553288190ad330597c4705bd5 completed March 28, 2026, 3:01 a.m.
NED2 Entity disambiguation (via description) batch_69c7451d5a908190b72ef845a4d05b25 completed March 28, 2026, 3:03 a.m.
Created at: March 27, 2026, 2:21 p.m.