Triple

T4438555
Position Surface form Disambiguated ID Type / Status
Subject Arkansas Department of Transportation E95711 entity
Predicate governs P760 FINISHED
Object Arkansas state highway network
The Arkansas state highway network is the system of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Arkansas.
 E439188 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 state highway network | Statement: [Arkansas Department of Transportation, governs, Arkansas state highway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas state highway network
Context triple: [Arkansas Department of Transportation, governs, Arkansas state highway network]
  • A. Interstate Highways in Arkansas
    Interstate Highways in Arkansas are the network of federally funded, high-speed roadways that connect major cities and regions within Arkansas to the broader U.S. Interstate Highway System.
  • B. Oklahoma state highway system
    The Oklahoma state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Oklahoma.
  • C. Kentucky state highway system
    The Kentucky state highway system is the network of numbered state-maintained roads that connect cities, towns, and rural areas throughout the Commonwealth of Kentucky.
  • D. Missouri state highways
    Missouri state highways are a network of numbered state-maintained roads that connect cities, towns, and rural areas throughout the state of Missouri.
  • E. 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.
  • 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 state highway network
Triple: [Arkansas Department of Transportation, governs, Arkansas state highway network]
Generated description
The Arkansas state highway network is the system of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Arkansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arkansas state highway network
Target entity description: The Arkansas state highway network is the system of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Arkansas.
  • A. Interstate Highways in Arkansas
    Interstate Highways in Arkansas are the network of federally funded, high-speed roadways that connect major cities and regions within Arkansas to the broader U.S. Interstate Highway System.
  • B. Oklahoma state highway system
    The Oklahoma state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Oklahoma.
  • C. Kentucky state highway system
    The Kentucky state highway system is the network of numbered state-maintained roads that connect cities, towns, and rural areas throughout the Commonwealth of Kentucky.
  • D. Missouri state highways
    Missouri state highways are a network of numbered state-maintained roads that connect cities, towns, and rural areas throughout the state of Missouri.
  • E. 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.
  • 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_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3558c75948190875a5fb10eac0597 completed March 13, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6137960908190814cbdf0b4e56542 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b6143adefc81908f6c639906e0fd1a completed March 15, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69b614b00dbc8190a7ea0477bedbc96a completed March 15, 2026, 2:08 a.m.
Created at: March 12, 2026, 11:31 p.m.