Triple

T4398834
Position Surface form Disambiguated ID Type / Status
Subject Oklahoma Department of Transportation E99561 entity
Predicate responsibleFor P636 FINISHED
Object 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.
 E435509 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 state highway system | Statement: [Oklahoma Department of Transportation, responsibleFor, Oklahoma state highway system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oklahoma state highway system
Context triple: [Oklahoma Department of Transportation, responsibleFor, Oklahoma state highway system]
  • A. 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.
  • B. Pennsylvania state highway system
    The Pennsylvania state highway system is a network of state-maintained roads and routes that facilitates regional and local transportation throughout the Commonwealth of Pennsylvania.
  • C. United States Numbered Highway System
    The United States Numbered Highway System is a nationwide network of primary and auxiliary highways established in 1926 to standardize and organize major intercity road travel across the country.
  • D. Alabama state highway system
    The Alabama state highway system is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Alabama.
  • E. Nevada state highway system
    The Nevada state highway system is the network of state-maintained roads and highways that connects cities, towns, and scenic regions throughout the state of Nevada.
  • 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 state highway system
Triple: [Oklahoma Department of Transportation, responsibleFor, Oklahoma state highway system]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oklahoma state highway system
Target entity description: 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.
  • A. 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.
  • B. Pennsylvania state highway system
    The Pennsylvania state highway system is a network of state-maintained roads and routes that facilitates regional and local transportation throughout the Commonwealth of Pennsylvania.
  • C. United States Numbered Highway System
    The United States Numbered Highway System is a nationwide network of primary and auxiliary highways established in 1926 to standardize and organize major intercity road travel across the country.
  • D. Alabama state highway system
    The Alabama state highway system is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Alabama.
  • E. Nevada state highway system
    The Nevada state highway system is the network of state-maintained roads and highways that connects cities, towns, and scenic regions throughout the state of Nevada.
  • 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_69b345506b408190b0e3dee616738a7d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352cc4ab081908bc45d2f76cd4da8 completed March 12, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e53d34cc81909969d86efc441dee completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e6562abc8190bbd7b8ffdfcd0f14 completed March 14, 2026, 10:51 p.m.
NED2 Entity disambiguation (via description) batch_69b5e6b800d48190bed53f28b767471e completed March 14, 2026, 10:52 p.m.
Created at: March 12, 2026, 11:20 p.m.