Triple

T15013987
Position Surface form Disambiguated ID Type / Status
Subject Ward, Arkansas E377909 entity
Predicate roadAccessVia P9041 FINISHED
Object Arkansas Highway 38
Arkansas Highway 38 is a state highway in central Arkansas that serves as an east–west route connecting small communities and providing local access to nearby towns and highways.
 E1139724 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 38 | Statement: [Ward, Arkansas, roadAccessVia, Arkansas Highway 38]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 38
Context triple: [Ward, Arkansas, roadAccessVia, Arkansas Highway 38]
  • A. 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.
  • B. Arkansas Highway 309
    Arkansas Highway 309 is a scenic state highway in Arkansas known for climbing to the summit area of Mount Magazine, the state's highest point.
  • C. Arkansas Highway 59
    Arkansas Highway 59 is a north–south state highway in western Arkansas that runs through rural communities and connects with several major routes.
  • D. Arkansas Highway 88
    Arkansas Highway 88 is a state highway in western Arkansas known for traversing the scenic Ouachita Mountains and forming part of the Talimena Scenic Drive.
  • E. Arkansas Highway 23
    Arkansas Highway 23 is a north–south state highway in Arkansas, known for its scenic route through the Ozark Mountains and its popular "Pig Trail" segment favored by tourists and motorcyclists.
  • 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 38
Triple: [Ward, Arkansas, roadAccessVia, Arkansas Highway 38]
Generated description
Arkansas Highway 38 is a state highway in central Arkansas that serves as an east–west route connecting small communities and providing local access to nearby towns and highways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arkansas Highway 38
Target entity description: Arkansas Highway 38 is a state highway in central Arkansas that serves as an east–west route connecting small communities and providing local access to nearby towns and highways.
  • A. 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.
  • B. Arkansas Highway 309
    Arkansas Highway 309 is a scenic state highway in Arkansas known for climbing to the summit area of Mount Magazine, the state's highest point.
  • C. Arkansas Highway 59
    Arkansas Highway 59 is a north–south state highway in western Arkansas that runs through rural communities and connects with several major routes.
  • D. Arkansas Highway 88
    Arkansas Highway 88 is a state highway in western Arkansas known for traversing the scenic Ouachita Mountains and forming part of the Talimena Scenic Drive.
  • E. Arkansas Highway 23
    Arkansas Highway 23 is a north–south state highway in Arkansas, known for its scenic route through the Ozark Mountains and its popular "Pig Trail" segment favored by tourists and motorcyclists.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7623c3c819092ca36b358b01842 completed April 15, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69febfd6a6e081909be6d0f669687395 completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec16b0f488190bf87aa51e15cce5d completed May 9, 2026, 5:08 a.m.
NED2 Entity disambiguation (via description) batch_69fec1c63d9081909dbe1386e9b353e0 completed May 9, 2026, 5:10 a.m.
Created at: April 10, 2026, 2:55 a.m.