Triple

T3025696
Position Surface form Disambiguated ID Type / Status
Subject Council of Medical Specialty Societies E82569 entity
Predicate hasPart P35 FINISHED
Object American Academy of Otolaryngology–Head and Neck Surgery
The American Academy of Otolaryngology–Head and Neck Surgery is a professional medical association representing ear, nose, throat, and head and neck surgeons, dedicated to education, research, and advocacy in this specialty.
E321636 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: American Academy of Otolaryngology–Head and Neck Surgery | Statement: [Council of Medical Specialty Societies, hasPart, American Academy of Otolaryngology–Head and Neck Surgery]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: American Academy of Otolaryngology–Head and Neck Surgery
Context triple: [Council of Medical Specialty Societies, hasPart, American Academy of Otolaryngology–Head and Neck Surgery]
  • A. Department of Otolaryngology–Head and Neck Surgery
    The Department of Otolaryngology–Head and Neck Surgery is a medical specialty division focused on diagnosing and treating disorders of the ear, nose, throat, and related structures of the head and neck.
  • B. National Institute on Deafness and Other Communication Disorders
    The National Institute on Deafness and Other Communication Disorders is a U.S. federal research institute that leads scientific efforts to understand, prevent, and treat hearing, balance, taste, smell, voice, speech, and language disorders.
  • C. Acoustical Society of America
    The Acoustical Society of America is a professional scientific organization dedicated to advancing the knowledge and practical applications of acoustics across fields such as physics, engineering, psychology, and music.
  • D. American College of Surgeons
    The American College of Surgeons is a professional medical association in the United States that sets standards and promotes excellence in surgical practice, education, and patient care.
  • E. American Academy of Pediatrics
    The American Academy of Pediatrics is a professional organization of pediatricians in the United States dedicated to advancing the health and well-being of infants, children, adolescents, and young adults through advocacy, education, and clinical guidance.
  • 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: American Academy of Otolaryngology–Head and Neck Surgery
Triple: [Council of Medical Specialty Societies, hasPart, American Academy of Otolaryngology–Head and Neck Surgery]
Generated description
The American Academy of Otolaryngology–Head and Neck Surgery is a professional medical association representing ear, nose, throat, and head and neck surgeons, dedicated to education, research, and advocacy in this specialty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: American Academy of Otolaryngology–Head and Neck Surgery
Target entity description: The American Academy of Otolaryngology–Head and Neck Surgery is a professional medical association representing ear, nose, throat, and head and neck surgeons, dedicated to education, research, and advocacy in this specialty.
  • A. Department of Otolaryngology–Head and Neck Surgery
    The Department of Otolaryngology–Head and Neck Surgery is a medical specialty division focused on diagnosing and treating disorders of the ear, nose, throat, and related structures of the head and neck.
  • B. National Institute on Deafness and Other Communication Disorders
    The National Institute on Deafness and Other Communication Disorders is a U.S. federal research institute that leads scientific efforts to understand, prevent, and treat hearing, balance, taste, smell, voice, speech, and language disorders.
  • C. Acoustical Society of America
    The Acoustical Society of America is a professional scientific organization dedicated to advancing the knowledge and practical applications of acoustics across fields such as physics, engineering, psychology, and music.
  • D. American College of Surgeons
    The American College of Surgeons is a professional medical association in the United States that sets standards and promotes excellence in surgical practice, education, and patient care.
  • E. American Academy of Pediatrics
    The American Academy of Pediatrics is a professional organization of pediatricians in the United States dedicated to advancing the health and well-being of infants, children, adolescents, and young adults through advocacy, education, and clinical guidance.
  • 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_69ad8b1fb34081908c1b873e2b7273e1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9abc78b48190a5283e7407a78fe7 completed March 8, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1deb6dc8c8190a5714894b9ca24a1 completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1df85a39c8190ada558de530e3772 completed March 11, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69b1e3e6aeb48190914d62616ea0c7e1 completed March 11, 2026, 9:51 p.m.
Created at: March 8, 2026, 3 p.m.