Triple

T4602666
Position Surface form Disambiguated ID Type / Status
Subject Gulf Shores E100355 entity
Predicate transportationAccess P941 FINISHED
Object Alabama State Route 182
Alabama State Route 182 is a coastal highway in southern Alabama that runs along the Gulf of Mexico, serving beach communities such as Gulf Shores and Orange Beach.
 E455832 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: Alabama State Route 182 | Statement: [Gulf Shores, transportationAccess, Alabama State Route 182]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Alabama State Route 182
Context triple: [Gulf Shores, transportationAccess, Alabama State Route 182]
  • A. Alabama State Route 183
    Alabama State Route 183 is a state highway in Alabama that serves as a regional connector route, running through rural areas including parts of Chilton County.
  • B. Alabama State Route 180
    Alabama State Route 180 is a scenic state highway in southern Alabama that runs along the Gulf Coast, connecting coastal communities and attractions on the Fort Morgan Peninsula.
  • C. Alabama State Route 191
    Alabama State Route 191 is a state highway in Alabama that serves as a local connector route within Chilton County.
  • D. Alabama State Route 119
    Alabama State Route 119 is a state highway in Alabama that runs through suburban communities south of Birmingham, serving as a key connector between residential areas, local schools, and major routes like U.S. Highway 280 and Interstate 65.
  • E. Alabama State Route 81
    Alabama State Route 81 is a state highway in Alabama that serves as a regional connector route in and around the town of Notasulga.
  • 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: Alabama State Route 182
Triple: [Gulf Shores, transportationAccess, Alabama State Route 182]
Generated description
Alabama State Route 182 is a coastal highway in southern Alabama that runs along the Gulf of Mexico, serving beach communities such as Gulf Shores and Orange Beach.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Alabama State Route 182
Target entity description: Alabama State Route 182 is a coastal highway in southern Alabama that runs along the Gulf of Mexico, serving beach communities such as Gulf Shores and Orange Beach.
  • A. Alabama State Route 183
    Alabama State Route 183 is a state highway in Alabama that serves as a regional connector route, running through rural areas including parts of Chilton County.
  • B. Alabama State Route 180
    Alabama State Route 180 is a scenic state highway in southern Alabama that runs along the Gulf Coast, connecting coastal communities and attractions on the Fort Morgan Peninsula.
  • C. Alabama State Route 191
    Alabama State Route 191 is a state highway in Alabama that serves as a local connector route within Chilton County.
  • D. Alabama State Route 119
    Alabama State Route 119 is a state highway in Alabama that runs through suburban communities south of Birmingham, serving as a key connector between residential areas, local schools, and major routes like U.S. Highway 280 and Interstate 65.
  • E. Alabama State Route 81
    Alabama State Route 81 is a state highway in Alabama that serves as a regional connector route in and around the town of Notasulga.
  • 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_69bd43cbc014819098b45f435908f88a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd597462c08190bcdb3efd880778b1 completed March 20, 2026, 2:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa676b0081909f56049f466e1197 completed March 21, 2026, 1:54 a.m.
NEDg Description generation batch_69bdfc1ee7708190bde64616c0e2a650 completed March 21, 2026, 2:02 a.m.
NED2 Entity disambiguation (via description) batch_69bdfcd30a708190aa640230a17b4ec6 completed March 21, 2026, 2:05 a.m.
Created at: March 20, 2026, 1:11 p.m.