Triple

T77062
Position Surface form Disambiguated ID Type / Status
Subject College of Chemistry E1539 entity
Predicate accreditedBy P117 FINISHED
Object ABET (for chemical engineering programs)
ABET (for chemical engineering programs) is a specialized accreditation body that evaluates and certifies the quality and rigor of college and university chemical engineering degree programs to ensure they meet established professional and educational standards.
E7297 NE FINISHED

How this triple was built (5 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: ABET (for chemical engineering programs) | Statement: [College of Chemistry, accreditedBy, ABET (for chemical engineering programs)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ABET (for chemical engineering programs)
Context triple: [College of Chemistry, accreditedBy, ABET (for chemical engineering programs)]
  • A. Advanced Technological Education (ATE)
    Advanced Technological Education (ATE) is a National Science Foundation program that supports the education and training of technicians in advanced technology fields through partnerships between two-year colleges, industry, and other educational institutions.
  • B. American Institute of Chemical Engineers
    The American Institute of Chemical Engineers is a professional organization that represents chemical engineers and advances the practice and education of chemical engineering.
  • C. AACSB
    AACSB is a leading global nonprofit organization that provides accreditation and quality assurance for business schools and accounting programs worldwide.
  • D. Department of Chemical and Biomolecular Engineering
    The Department of Chemical and Biomolecular Engineering is an academic unit specializing in research and education at the intersection of chemical engineering, molecular science, and biotechnology.
  • E. National Council of Examiners for Engineering and Surveying
    The National Council of Examiners for Engineering and Surveying is a U.S.-based nonprofit organization that develops and administers professional licensure examinations for engineers and surveyors across multiple jurisdictions.
  • 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: ABET (for chemical engineering programs)
Triple: [College of Chemistry, accreditedBy, ABET (for chemical engineering programs)]
Generated description
ABET (for chemical engineering programs) is a specialized accreditation body that evaluates and certifies the quality and rigor of college and university chemical engineering degree programs to ensure they meet established professional and educational standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ABET (for chemical engineering programs)
Target entity description: ABET (for chemical engineering programs) is a specialized accreditation body that evaluates and certifies the quality and rigor of college and university chemical engineering degree programs to ensure they meet established professional and educational standards.
  • A. Advanced Technological Education (ATE)
    Advanced Technological Education (ATE) is a National Science Foundation program that supports the education and training of technicians in advanced technology fields through partnerships between two-year colleges, industry, and other educational institutions.
  • B. American Institute of Chemical Engineers
    The American Institute of Chemical Engineers is a professional organization that represents chemical engineers and advances the practice and education of chemical engineering.
  • C. AACSB
    AACSB is a leading global nonprofit organization that provides accreditation and quality assurance for business schools and accounting programs worldwide.
  • D. Department of Chemical and Biomolecular Engineering
    The Department of Chemical and Biomolecular Engineering is an academic unit specializing in research and education at the intersection of chemical engineering, molecular science, and biotechnology.
  • E. National Council of Examiners for Engineering and Surveying
    The National Council of Examiners for Engineering and Surveying is a U.S.-based nonprofit organization that develops and administers professional licensure examinations for engineers and surveyors across multiple jurisdictions.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: accreditedBy
Context triple: [College of Chemistry, accreditedBy, ABET (for chemical engineering programs)]
  • A. accreditation chosen
    Indicates that an authoritative body has formally recognized an entity as meeting specified standards or requirements.
  • B. establishedInstitution
    Indicates that an entity founded, created, or formally set up an institution or organization.
  • C. awardingBodyAbbreviation
    Indicates the abbreviated name used by the organization or institution that grants or confers an award, qualification, or certification.
  • D. assessedBy
    Indicates that an entity has been evaluated, examined, or judged by another entity (typically an agent or authority).
  • E. hasAwardingBodyType
    Indicates that an entity has an associated type or category describing the kind of organization or body that grants an award.
  • F. None of above.

Provenance (6 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_69a24c60d19c8190a1b6c105ca59ef5b completed Feb. 28, 2026, 2:01 a.m.
NER Named-entity recognition batch_69a2559892dc81909303f2eefdc0025f completed Feb. 28, 2026, 2:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69a25abc7b648190b8a83a05f4c76af0 completed Feb. 28, 2026, 3:02 a.m.
NEDg Description generation batch_69a25caa409881909eb7dfe7d038cc39 completed Feb. 28, 2026, 3:10 a.m.
NED2 Entity disambiguation (via description) batch_69a25e287cc88190b2eb5ae02bd2f9d1 completed Feb. 28, 2026, 3:16 a.m.
PD Predicate disambiguation batch_69a24eaf99e481908e8d314577e22ecf completed Feb. 28, 2026, 2:10 a.m.
Created at: Feb. 28, 2026, 2:06 a.m.