Triple

T2928190
Position Surface form Disambiguated ID Type / Status
Subject Rogers, Arkansas E78894 entity
Predicate transportationInfrastructure P385 FINISHED
Object Arkansas Highway 94
Arkansas Highway 94 is a state highway in northwest Arkansas that serves as a key local route connecting the city of Rogers with surrounding communities and regional roadways.
E316729 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: Arkansas Highway 94 | Statement: [Rogers, Arkansas, transportationInfrastructure, Arkansas Highway 94]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 94
Context triple: [Rogers, Arkansas, transportationInfrastructure, Arkansas Highway 94]
  • A. Arkansas Highway 16
    Arkansas Highway 16 is a state highway in Arkansas that runs east–west across the northern part of the state, connecting multiple communities and serving as a key regional route.
  • B. Arkansas Highway 12
    Arkansas Highway 12 is a state highway in northwest Arkansas that serves as a key east–west route connecting communities such as Rogers and providing access to local residential, commercial, and recreational areas.
  • C. Missouri Route 141
    Missouri Route 141 is a major north–south state highway in the St. Louis metropolitan area that serves as a key suburban arterial route through several communities, including Chesterfield, Missouri.
  • D. Missouri Route 43
    Missouri Route 43 is a north–south state highway in southwestern Missouri that runs through several counties, including Barton County, and connects rural communities to larger regional routes.
  • E. U.S. Route 59
    U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
  • 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: Arkansas Highway 94
Triple: [Rogers, Arkansas, transportationInfrastructure, Arkansas Highway 94]
Generated description
Arkansas Highway 94 is a state highway in northwest Arkansas that serves as a key local route connecting the city of Rogers with surrounding communities and regional roadways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 94
Target entity description: Arkansas Highway 94 is a state highway in northwest Arkansas that serves as a key local route connecting the city of Rogers with surrounding communities and regional roadways.
  • A. Arkansas Highway 16
    Arkansas Highway 16 is a state highway in Arkansas that runs east–west across the northern part of the state, connecting multiple communities and serving as a key regional route.
  • B. Arkansas Highway 12
    Arkansas Highway 12 is a state highway in northwest Arkansas that serves as a key east–west route connecting communities such as Rogers and providing access to local residential, commercial, and recreational areas.
  • C. Missouri Route 141
    Missouri Route 141 is a major north–south state highway in the St. Louis metropolitan area that serves as a key suburban arterial route through several communities, including Chesterfield, Missouri.
  • D. Missouri Route 43
    Missouri Route 43 is a north–south state highway in southwestern Missouri that runs through several counties, including Barton County, and connects rural communities to larger regional routes.
  • E. U.S. Route 59
    U.S. Route 59 is a north–south United States highway that runs from the Mexico–U.S. border in Texas to the Canada–U.S. border in Minnesota, passing through several central states.
  • 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_69ad8b0d40b481908bc2a5fa2e73c3fb completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad97ff0ddc8190acba9863bbe4f54b completed March 8, 2026, 3:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108d249608190b386450c2ccab609 completed March 11, 2026, 6:16 a.m.
NEDg Description generation batch_69b10ce809d48190810236535c3316ad completed March 11, 2026, 6:34 a.m.
NED2 Entity disambiguation (via description) batch_69b10d22bbd48190b9878b4b0421c004 completed March 11, 2026, 6:35 a.m.
Created at: March 8, 2026, 2:55 p.m.