Triple

T12618485
Position Surface form Disambiguated ID Type / Status
Subject Arkansas Highway 16 E301316 entity
Predicate isPartOfNetwork P840 FINISHED
Object United States numbered state highways
United States numbered state highways are a nationwide system of state-maintained roads, each identified by a unique number within its state, that supplement the federal and interstate highway networks.
E992125 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: United States numbered state highways | Statement: [Arkansas Highway 16, isPartOfNetwork, United States numbered state highways]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States numbered state highways
Context triple: [Arkansas Highway 16, isPartOfNetwork, United States numbered state highways]
  • A. 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.
  • B. U.S. Highway
    A U.S. Highway is a numbered network of major roads that spans multiple states across the United States, facilitating regional and long-distance ground transportation.
  • C. National Highway network
    The National Highway network is Australia’s principal system of major intercity and interstate roads that links the country’s capital cities and key regional centers.
  • D. National Highway network
    The National Highway network is India’s primary system of long-distance, high-capacity roads that connects major cities, ports, and economic centers across the country.
  • E. Nebraska State Highway System
    The Nebraska State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Nebraska.
  • 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: United States numbered state highways
Triple: [Arkansas Highway 16, isPartOfNetwork, United States numbered state highways]
Generated description
United States numbered state highways are a nationwide system of state-maintained roads, each identified by a unique number within its state, that supplement the federal and interstate highway networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States numbered state highways
Target entity description: United States numbered state highways are a nationwide system of state-maintained roads, each identified by a unique number within its state, that supplement the federal and interstate highway networks.
  • A. 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.
  • B. U.S. Highway
    A U.S. Highway is a numbered network of major roads that spans multiple states across the United States, facilitating regional and long-distance ground transportation.
  • C. National Highway network
    The National Highway network is Australia’s principal system of major intercity and interstate roads that links the country’s capital cities and key regional centers.
  • D. National Highway network
    The National Highway network is India’s primary system of long-distance, high-capacity roads that connects major cities, ports, and economic centers across the country.
  • E. Nebraska State Highway System
    The Nebraska State Highway System is the network of state-maintained roads and highways that facilitates regional and statewide transportation across Nebraska.
  • 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_69d7bdeaf49c8190b13800111fa77ea3 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d960c63ea48190ae1aae9280a023a6 completed April 10, 2026, 8:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ed507988190b9d46586f3c3584c completed May 2, 2026, 8:30 p.m.
NEDg Description generation batch_69f65fb03b248190b264230b84b17635 completed May 2, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_69f6608ec32c8190803c6f5677c300d6 completed May 2, 2026, 8:37 p.m.
Created at: April 9, 2026, 5:13 p.m.