Triple

T23136200
Position Surface form Disambiguated ID Type / Status
Subject Carroll County, Arkansas E577328 entity
Predicate hasMajorHighway P385 FINISHED
Object Arkansas Highway 103
Arkansas Highway 103 is a state highway in Arkansas that runs through the Ozark region, serving local communities and providing access to rural areas in and around Carroll County.
E1580114 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 103 | Statement: [Carroll County, Arkansas, hasMajorHighway, Arkansas Highway 103]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 103
Context triple: [Carroll County, Arkansas, hasMajorHighway, Arkansas Highway 103]
  • A. Arkansas Highway 102
    Arkansas Highway 102 is a state highway in northwest Arkansas that serves as an important east–west route through Benton County, connecting growing suburban and commercial areas to major regional highways.
  • B. Arkansas Highway 10
    Arkansas Highway 10 is a major east–west state highway in central Arkansas that runs through Little Rock and connects urban areas with the Ouachita Mountain region.
  • C. Arkansas Highway 130
    Arkansas Highway 130 is a state highway in Arkansas that serves as a regional connector route in the central part of the state, facilitating local transportation and access between small communities and larger road networks.
  • D. Arkansas Highway 161
    Arkansas Highway 161 is a state highway in central Arkansas that serves as a local connector route through communities such as Scott, linking rural areas with nearby urban centers and major roads.
  • E. Arkansas Highway 13
    Arkansas Highway 13 is a state highway in Arkansas that runs north–south through central parts of the state, connecting several small communities and rural areas.
  • 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 103
Triple: [Carroll County, Arkansas, hasMajorHighway, Arkansas Highway 103]
Generated description
Arkansas Highway 103 is a state highway in Arkansas that runs through the Ozark region, serving local communities and providing access to rural areas in and around Carroll County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arkansas Highway 103
Target entity description: Arkansas Highway 103 is a state highway in Arkansas that runs through the Ozark region, serving local communities and providing access to rural areas in and around Carroll County.
  • A. Arkansas Highway 102
    Arkansas Highway 102 is a state highway in northwest Arkansas that serves as an important east–west route through Benton County, connecting growing suburban and commercial areas to major regional highways.
  • B. Arkansas Highway 10
    Arkansas Highway 10 is a major east–west state highway in central Arkansas that runs through Little Rock and connects urban areas with the Ouachita Mountain region.
  • C. Arkansas Highway 130
    Arkansas Highway 130 is a state highway in Arkansas that serves as a regional connector route in the central part of the state, facilitating local transportation and access between small communities and larger road networks.
  • D. Arkansas Highway 161
    Arkansas Highway 161 is a state highway in central Arkansas that serves as a local connector route through communities such as Scott, linking rural areas with nearby urban centers and major roads.
  • E. Arkansas Highway 13
    Arkansas Highway 13 is a state highway in Arkansas that runs north–south through central parts of the state, connecting several small communities and rural areas.
  • 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_69e245f8e6248190ba3d58e068b4dccb completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e8b694c8190b9ead00ea0576d90 completed April 29, 2026, 4:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c6ce50c8190a49b4f3ef1d81783 completed May 19, 2026, 11:41 a.m.
NEDg Description generation batch_6a0c4f1cc11c81909859dd9837736ff6 completed May 19, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f796b688190a8971ebd238e08f2 completed May 19, 2026, 11:54 a.m.
Created at: April 17, 2026, 4 p.m.