Triple

T1006580
Position Surface form Disambiguated ID Type / Status
Subject American Association of State Highway and Transportation Officials E21726 entity
Predicate publishes P80 FINISHED
Object AASHTO Materials Standards
AASHTO Materials Standards are a comprehensive set of specifications and test methods that guide the selection, testing, and quality control of materials used in highway and transportation infrastructure in the United States.
E21726 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: AASHTO Materials Standards | Statement: [American Association of State Highway and Transportation Officials, publishes, AASHTO Materials Standards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AASHTO Materials Standards
Context triple: [American Association of State Highway and Transportation Officials, publishes, AASHTO Materials Standards]
  • A. American Association of State Highway and Transportation Officials
    The American Association of State Highway and Transportation Officials (AASHTO) is a nonprofit, nonpartisan standards-setting and policy organization representing state departments of transportation across the United States.
  • B. ASTM C150
    ASTM C150 is a widely used ASTM standard that specifies the requirements for portland cement used in concrete and other construction applications.
  • C. ASTM C595
    ASTM C595 is a standard specification issued by ASTM International that defines requirements for blended hydraulic cements used in concrete and other construction applications.
  • D. AASHTO U.S. Route Numbering and Sign Policy
    The AASHTO U.S. Route Numbering and Sign Policy is the official guideline issued by the American Association of State Highway and Transportation Officials that defines how U.S. numbered highways are designated, numbered, and signed across the national network.
  • E. AASHTO Special Committee on U.S. Route Numbering
    The AASHTO Special Committee on U.S. Route Numbering is the body within the American Association of State Highway and Transportation Officials responsible for reviewing, approving, and maintaining the official numbering and routing of U.S. Highways.
  • 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: AASHTO Materials Standards
Triple: [American Association of State Highway and Transportation Officials, publishes, AASHTO Materials Standards]
Generated description
AASHTO Materials Standards are a comprehensive set of specifications and test methods that guide the selection, testing, and quality control of materials used in highway and transportation infrastructure in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AASHTO Materials Standards
Target entity description: AASHTO Materials Standards are a comprehensive set of specifications and test methods that guide the selection, testing, and quality control of materials used in highway and transportation infrastructure in the United States.
  • A. American Association of State Highway and Transportation Officials chosen
    The American Association of State Highway and Transportation Officials (AASHTO) is a nonprofit, nonpartisan standards-setting and policy organization representing state departments of transportation across the United States.
  • B. ASTM C150
    ASTM C150 is a widely used ASTM standard that specifies the requirements for portland cement used in concrete and other construction applications.
  • C. ASTM C595
    ASTM C595 is a standard specification issued by ASTM International that defines requirements for blended hydraulic cements used in concrete and other construction applications.
  • D. AASHTO U.S. Route Numbering and Sign Policy
    The AASHTO U.S. Route Numbering and Sign Policy is the official guideline issued by the American Association of State Highway and Transportation Officials that defines how U.S. numbered highways are designated, numbered, and signed across the national network.
  • E. AASHTO Special Committee on U.S. Route Numbering
    The AASHTO Special Committee on U.S. Route Numbering is the body within the American Association of State Highway and Transportation Officials responsible for reviewing, approving, and maintaining the official numbering and routing of U.S. Highways.
  • F. None of above.

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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b51434f081909b301ad1c151af03 completed March 1, 2026, 9:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a21034081908ce6eb7d9827aba2 completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2a6dedb88190b2943c056d99e02f completed March 7, 2026, 1:38 p.m.
NED2 Entity disambiguation (via description) batch_69ac2ae2a5748190ba518f29d7564822 completed March 7, 2026, 1:40 p.m.
Created at: March 1, 2026, 7:41 p.m.