Triple

T12980342

Position	Surface form	Disambiguated ID	Type / Status
Subject	American Academy of Otolaryngology–Head and Neck Surgery	`E321636`	entity
Predicate	memberOf	`P10`	FINISHED
Object	Federation of Surgical Specialty Associations The Federation of Surgical Specialty Associations is a UK-based umbrella organization that represents and coordinates the interests of various surgical specialty societies.	`E1014173`	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: Federation of Surgical Specialty Associations | Statement: [American Academy of Otolaryngology–Head and Neck Surgery, memberOf, Federation of Surgical Specialty Associations]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Federation of Surgical Specialty Associations
Context triple: [American Academy of Otolaryngology–Head and Neck Surgery, memberOf, Federation of Surgical Specialty Associations]

A. American Surgical Association
The American Surgical Association is a prestigious professional organization of leading surgeons in the United States dedicated to advancing the science and practice of surgery.
B. 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.
C. Society of American Gastrointestinal and Endoscopic Surgeons
The Society of American Gastrointestinal and Endoscopic Surgeons is a professional medical organization focused on advancing minimally invasive and endoscopic surgery through education, research, and standards of practice.
D. Council of Medical Specialty Societies
The Council of Medical Specialty Societies is a coalition of leading U.S. medical specialty organizations that collaborates to advance education, research, and high standards in patient care.
E. American Society of Anesthesiologists
The American Society of Anesthesiologists is a major professional organization representing physicians specializing in anesthesiology and perioperative medicine in the United States.
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: Federation of Surgical Specialty Associations
Triple: [American Academy of Otolaryngology–Head and Neck Surgery, memberOf, Federation of Surgical Specialty Associations]

Generated description

The Federation of Surgical Specialty Associations is a UK-based umbrella organization that represents and coordinates the interests of various surgical specialty societies.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Federation of Surgical Specialty Associations
Target entity description: The Federation of Surgical Specialty Associations is a UK-based umbrella organization that represents and coordinates the interests of various surgical specialty societies.

A. American Surgical Association
The American Surgical Association is a prestigious professional organization of leading surgeons in the United States dedicated to advancing the science and practice of surgery.
B. 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.
C. Society of American Gastrointestinal and Endoscopic Surgeons
The Society of American Gastrointestinal and Endoscopic Surgeons is a professional medical organization focused on advancing minimally invasive and endoscopic surgery through education, research, and standards of practice.
D. Council of Medical Specialty Societies
The Council of Medical Specialty Societies is a coalition of leading U.S. medical specialty organizations that collaborates to advance education, research, and high standards in patient care.
E. American Society of Anesthesiologists
The American Society of Anesthesiologists is a major professional organization representing physicians specializing in anesthesiology and perioperative medicine in the United States.
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_69d80763bd6c819094437da5b20b01d2`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69d97e5b993481908f94fe096ade441b`	completed	April 10, 2026, 10:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6b8f200c88190a2aab15373cbedf5`	completed	May 3, 2026, 2:54 a.m.
NEDg	Description generation	`batch_69f6ba0904e8819098bae29961bf0046`	completed	May 3, 2026, 2:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6bb8216fc8190a0119d434adf13a5`	completed	May 3, 2026, 3:05 a.m.

Created at: April 9, 2026, 8:39 p.m.