Triple

T12981896

Position	Surface form	Disambiguated ID	Type / Status
Subject	American Society of Maxillofacial Surgeons	`E321670`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	American Association of Oral and Maxillofacial Surgeons The American Association of Oral and Maxillofacial Surgeons is a professional organization representing oral and maxillofacial surgeons in the United States, dedicated to advancing patient care, education, and research in the specialty.	`E1014188`	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 Association of Oral and Maxillofacial Surgeons | Statement: [American Society of Maxillofacial Surgeons, relatedTo, American Association of Oral and Maxillofacial Surgeons]

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

Target entity: American Association of Oral and Maxillofacial Surgeons
Context triple: [American Society of Maxillofacial Surgeons, relatedTo, American Association of Oral and Maxillofacial Surgeons]

A. American Society of Maxillofacial Surgeons
The American Society of Maxillofacial Surgeons is a professional organization representing surgeons who specialize in complex reconstructive and aesthetic surgery of the face, jaws, and skull.
B. 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.
C. American Dental Association
The American Dental Association is a leading professional organization in the United States that represents dentists and sets standards for dental practice, education, and public oral health.
D. 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.
E. American Society of Plastic Surgeons
The American Society of Plastic Surgeons is a leading professional organization representing board-certified plastic surgeons in the United States, dedicated to advancing quality care, education, and research in plastic and reconstructive surgery.
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 Association of Oral and Maxillofacial Surgeons
Triple: [American Society of Maxillofacial Surgeons, relatedTo, American Association of Oral and Maxillofacial Surgeons]

Generated description

The American Association of Oral and Maxillofacial Surgeons is a professional organization representing oral and maxillofacial surgeons in the United States, dedicated to advancing patient care, education, and research in the specialty.

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

Target entity: American Association of Oral and Maxillofacial Surgeons
Target entity description: The American Association of Oral and Maxillofacial Surgeons is a professional organization representing oral and maxillofacial surgeons in the United States, dedicated to advancing patient care, education, and research in the specialty.

A. American Society of Maxillofacial Surgeons
The American Society of Maxillofacial Surgeons is a professional organization representing surgeons who specialize in complex reconstructive and aesthetic surgery of the face, jaws, and skull.
B. 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.
C. American Dental Association
The American Dental Association is a leading professional organization in the United States that represents dentists and sets standards for dental practice, education, and public oral health.
D. 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.
E. American Society of Plastic Surgeons
The American Society of Plastic Surgeons is a leading professional organization representing board-certified plastic surgeons in the United States, dedicated to advancing quality care, education, and research in plastic and reconstructive surgery.
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_69d8076479b8819090afce3591939cdf`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69d97e5ca33481909a6cb06c636889f9`	completed	April 10, 2026, 10:49 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.