Triple

T16093309
Position Surface form Disambiguated ID Type / Status
Subject Texas state highways E390416 entity
Predicate distinguishedFrom P1612 FINISHED
Object Interstate Highways in Texas
Interstate Highways in Texas are the federally designated, high-speed, limited-access roadways that form the core long-distance and urban freeway network across the state.
 E1195904 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: Interstate Highways in Texas | Statement: [Texas state highways, distinguishedFrom, Interstate Highways in Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Interstate Highways in Texas
Context triple: [Texas state highways, distinguishedFrom, Interstate Highways in Texas]
  • A. U.S. Highways in Texas
    U.S. Highways in Texas are a network of federally designated routes that traverse the state, connecting major cities, rural areas, and neighboring states as part of the national U.S. Highway System.
  • B. Texas state highways
    Texas state highways are a network of state-maintained roads across Texas that connect cities, towns, and regions, supporting intrastate travel and commerce.
  • C. 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.
  • D. Interstate Highways in Pennsylvania
    Interstate Highways in Pennsylvania are a network of federally funded, limited-access roads that facilitate high-speed travel and commerce across the state and connect it to the broader U.S. Interstate Highway System.
  • E. Interstate Highways in Iowa
    Interstate Highways in Iowa are the federally funded, limited-access freeways that form the primary high-speed transportation network across the state, connecting major cities within Iowa and linking it to the broader U.S. Interstate Highway System.
  • 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: Interstate Highways in Texas
Triple: [Texas state highways, distinguishedFrom, Interstate Highways in Texas]
Generated description
Interstate Highways in Texas are the federally designated, high-speed, limited-access roadways that form the core long-distance and urban freeway network across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Interstate Highways in Texas
Target entity description: Interstate Highways in Texas are the federally designated, high-speed, limited-access roadways that form the core long-distance and urban freeway network across the state.
  • A. U.S. Highways in Texas
    U.S. Highways in Texas are a network of federally designated routes that traverse the state, connecting major cities, rural areas, and neighboring states as part of the national U.S. Highway System.
  • B. Texas state highways
    Texas state highways are a network of state-maintained roads across Texas that connect cities, towns, and regions, supporting intrastate travel and commerce.
  • C. 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.
  • D. Interstate Highways in Pennsylvania
    Interstate Highways in Pennsylvania are a network of federally funded, limited-access roads that facilitate high-speed travel and commerce across the state and connect it to the broader U.S. Interstate Highway System.
  • E. Interstate Highways in Iowa
    Interstate Highways in Iowa are the federally funded, limited-access freeways that form the primary high-speed transportation network across the state, connecting major cities within Iowa and linking it to the broader U.S. Interstate Highway System.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1858ed09881909bde122971d95753 completed April 17, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff29da7008190aebeb35113e726ef completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3ea3b448190b5317c8d5ef3d78a completed May 10, 2026, 2:56 a.m.
NED2 Entity disambiguation (via description) batch_69fff447e1248190a3a1386946172429 completed May 10, 2026, 2:58 a.m.
Created at: April 10, 2026, 4:59 a.m.