Triple

T18190122
Position Surface form Disambiguated ID Type / Status
Subject Oklahoma state highway system E435509 entity
Predicate partOf P40 FINISHED
Object Oklahoma transportation network
The Oklahoma transportation network is the integrated system of roads, highways, railways, airports, and public transit that supports the movement of people and goods throughout the state.
 E1310675 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: Oklahoma transportation network | Statement: [Oklahoma state highway system, partOf, Oklahoma transportation network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oklahoma transportation network
Context triple: [Oklahoma state highway system, partOf, Oklahoma transportation network]
  • A. 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.
  • B. Oklahoma Turnpike System
    The Oklahoma Turnpike System is a network of toll highways across the state of Oklahoma, managed by the Oklahoma Turnpike Authority to provide high-speed transportation routes connecting major cities and regions.
  • C. Missouri state transportation system
    The Missouri state transportation system is the integrated network of roads, bridges, public transit, rail, air, and waterways that supports the movement of people and goods throughout the state.
  • D. Kansas state highway system
    The Kansas state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Kansas.
  • E. Oklahoma Department of Transportation
    The Oklahoma Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Oklahoma’s highway and transportation infrastructure.
  • 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: Oklahoma transportation network
Triple: [Oklahoma state highway system, partOf, Oklahoma transportation network]
Generated description
The Oklahoma transportation network is the integrated system of roads, highways, railways, airports, and public transit that supports the movement of people and goods throughout the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oklahoma transportation network
Target entity description: The Oklahoma transportation network is the integrated system of roads, highways, railways, airports, and public transit that supports the movement of people and goods throughout the state.
  • A. 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.
  • B. Oklahoma Turnpike System
    The Oklahoma Turnpike System is a network of toll highways across the state of Oklahoma, managed by the Oklahoma Turnpike Authority to provide high-speed transportation routes connecting major cities and regions.
  • C. Missouri state transportation system
    The Missouri state transportation system is the integrated network of roads, bridges, public transit, rail, air, and waterways that supports the movement of people and goods throughout the state.
  • D. Kansas state highway system
    The Kansas state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Kansas.
  • E. Oklahoma Department of Transportation
    The Oklahoma Department of Transportation is the state government agency responsible for planning, constructing, and maintaining Oklahoma’s highway and transportation infrastructure.
  • 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e0016ec08190ae853dbc89865a41 completed April 19, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03980723a88190b58ce64860cb40e5 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0399364d988190a457415c9c64a68d completed May 12, 2026, 9:18 p.m.
NED2 Entity disambiguation (via description) batch_6a0399e221308190988e728b9efb0141 completed May 12, 2026, 9:21 p.m.
Created at: April 10, 2026, 10:31 a.m.