Triple

T4743596
Position Surface form Disambiguated ID Type / Status
Subject Arkadelphia, Arkansas E105304 entity
Predicate transportationCorridor P385 FINISHED
Object Arkansas Highway 7
Arkansas Highway 7 is a major north–south state highway in Arkansas known for its scenic route through the Ouachita Mountains and the Ozarks, connecting multiple cities and recreational areas.
E469923 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 7 | Statement: [Arkadelphia, Arkansas, transportationCorridor, Arkansas Highway 7]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 7
Context triple: [Arkadelphia, Arkansas, transportationCorridor, Arkansas Highway 7]
  • A. Arkansas Highway 1
    Arkansas Highway 1 is a primary north–south state highway in eastern Arkansas that connects several communities and serves as an important regional transportation route.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. U.S. Route 67
    U.S. Route 67 is a major north–south U.S. Highway running from the U.S.–Mexico border in Texas through several central states to the Midwest, 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: Arkansas Highway 7
Triple: [Arkadelphia, Arkansas, transportationCorridor, Arkansas Highway 7]
Generated description
Arkansas Highway 7 is a major north–south state highway in Arkansas known for its scenic route through the Ouachita Mountains and the Ozarks, connecting multiple cities and recreational areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 7
Target entity description: Arkansas Highway 7 is a major north–south state highway in Arkansas known for its scenic route through the Ouachita Mountains and the Ozarks, connecting multiple cities and recreational areas.
  • A. Arkansas Highway 1
    Arkansas Highway 1 is a primary north–south state highway in eastern Arkansas that connects several communities and serves as an important regional transportation route.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. U.S. Route 67
    U.S. Route 67 is a major north–south U.S. Highway running from the U.S.–Mexico border in Texas through several central states to the Midwest, 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_69bd43ef87a48190a5bc3600711aa032 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64a85e9c81908e9c7bbbb998953e completed March 20, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43af63c48190a8d2751de4e9eee7 completed March 21, 2026, 7:07 a.m.
NEDg Description generation batch_69be44210b8081908d2de14acf013c54 completed March 21, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_69be45477cbc8190bbfea83dfc64637f completed March 21, 2026, 7:14 a.m.
Created at: March 20, 2026, 1:19 p.m.