Triple

T3761026
Position Surface form Disambiguated ID Type / Status
Subject IBEW/NECA E82160 entity
Predicate hasPartner P1136 FINISHED
Object National Electrical Contractors Association
The National Electrical Contractors Association is a leading U.S. trade association representing electrical contractors and promoting standards, training, and advocacy for the electrical construction industry.
E82160 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: National Electrical Contractors Association | Statement: [IBEW/NECA, hasPartner, National Electrical Contractors Association]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Electrical Contractors Association
Context triple: [IBEW/NECA, hasPartner, National Electrical Contractors Association]
  • A. National Electrical Manufacturers Association
    The National Electrical Manufacturers Association (NEMA) is a U.S.-based trade association that develops technical standards and represents manufacturers of electrical and medical imaging equipment.
  • B. IBEW/NECA
    IBEW/NECA is a partnership between the International Brotherhood of Electrical Workers and the National Electrical Contractors Association that promotes and represents union electrical workers and contractors in the United States.
  • C. American Institute of Electrical Engineers
    The American Institute of Electrical Engineers was a major U.S. professional organization for electrical engineers that later became part of the Institute of Electrical and Electronics Engineers (IEEE).
  • D. NEMA
    NEMA (National Electrical Manufacturers Association) is a U.S.-based trade association that develops and publishes technical standards for electrical equipment and medical imaging technologies.
  • 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: National Electrical Contractors Association
Triple: [IBEW/NECA, hasPartner, National Electrical Contractors Association]
Generated description
The National Electrical Contractors Association is a leading U.S. trade association representing electrical contractors and promoting standards, training, and advocacy for the electrical construction industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Electrical Contractors Association
Target entity description: The National Electrical Contractors Association is a leading U.S. trade association representing electrical contractors and promoting standards, training, and advocacy for the electrical construction industry.
  • A. National Electrical Manufacturers Association
    The National Electrical Manufacturers Association (NEMA) is a U.S.-based trade association that develops technical standards and represents manufacturers of electrical and medical imaging equipment.
  • B. IBEW/NECA chosen
    IBEW/NECA is a partnership between the International Brotherhood of Electrical Workers and the National Electrical Contractors Association that promotes and represents union electrical workers and contractors in the United States.
  • C. American Institute of Electrical Engineers
    The American Institute of Electrical Engineers was a major U.S. professional organization for electrical engineers that later became part of the Institute of Electrical and Electronics Engineers (IEEE).
  • D. NEMA
    NEMA (National Electrical Manufacturers Association) is a U.S.-based trade association that develops and publishes technical standards for electrical equipment and medical imaging technologies.
  • 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.

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_69ad8b1db40081908b61ffa6b78afd4d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcbc553a08190ba361675901496ed completed March 8, 2026, 7:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e5172abc81909cfa709ea866dc57 completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e65f868c819099b4fbf129773e6d completed March 14, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69b4e6bc95cc8190852b833e111cd889 completed March 14, 2026, 4:40 a.m.
Created at: March 8, 2026, 3:35 p.m.