Triple

T9286351

Position	Surface form	Disambiguated ID	Type / Status
Subject	Doc Holliday	`E223402`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	Pennsylvania College of Dental Surgery The Pennsylvania College of Dental Surgery was a 19th-century dental school in Philadelphia known for training early American dentists, including the famed gunfighter and dentist Doc Holliday.	`E789753`	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: Pennsylvania College of Dental Surgery | Statement: [Doc Holliday, educatedAt, Pennsylvania College of Dental Surgery]

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

Target entity: Pennsylvania College of Dental Surgery
Context triple: [Doc Holliday, educatedAt, Pennsylvania College of Dental Surgery]

A. Tufts University School of Dental Medicine
Tufts University School of Dental Medicine is a prominent dental education and research institution in Boston known for training dentists and specialists and providing comprehensive oral health care.
B. UP College of Dentistry
UP College of Dentistry is the dental education and training institution of the University of the Philippines Manila, recognized as one of the country’s leading centers for dental research and professional practice.
C. Creighton University School of Dentistry
Creighton University School of Dentistry is a dental education institution in Omaha, Nebraska, known for its clinical training and Jesuit, service-oriented approach to oral health care.
D. Harvard School of Dental Medicine
Harvard School of Dental Medicine is a graduate dental school of Harvard University in Boston, renowned for its research-intensive programs and integration of dentistry with medicine and public health.
E. New York University College of Dentistry
New York University College of Dentistry is a major dental school in New York City known for its large clinical training programs and research in oral health.
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: Pennsylvania College of Dental Surgery
Triple: [Doc Holliday, educatedAt, Pennsylvania College of Dental Surgery]

Generated description

The Pennsylvania College of Dental Surgery was a 19th-century dental school in Philadelphia known for training early American dentists, including the famed gunfighter and dentist Doc Holliday.

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

Target entity: Pennsylvania College of Dental Surgery
Target entity description: The Pennsylvania College of Dental Surgery was a 19th-century dental school in Philadelphia known for training early American dentists, including the famed gunfighter and dentist Doc Holliday.

A. Tufts University School of Dental Medicine
Tufts University School of Dental Medicine is a prominent dental education and research institution in Boston known for training dentists and specialists and providing comprehensive oral health care.
B. UP College of Dentistry
UP College of Dentistry is the dental education and training institution of the University of the Philippines Manila, recognized as one of the country’s leading centers for dental research and professional practice.
C. Creighton University School of Dentistry
Creighton University School of Dentistry is a dental education institution in Omaha, Nebraska, known for its clinical training and Jesuit, service-oriented approach to oral health care.
D. Harvard School of Dental Medicine
Harvard School of Dental Medicine is a graduate dental school of Harvard University in Boston, renowned for its research-intensive programs and integration of dentistry with medicine and public health.
E. New York University College of Dentistry
New York University College of Dentistry is a major dental school in New York City known for its large clinical training programs and research in oral health.
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_69ca8422ddf881908a3f8f876c9f53aa`	completed	March 30, 2026, 2:09 p.m.
NER	Named-entity recognition	`batch_69cd0821b1108190b16e9570b09a14de`	completed	April 1, 2026, 11:57 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d0b22753e481908bf19c7da13556d6`	completed	April 4, 2026, 6:39 a.m.
NEDg	Description generation	`batch_69d0b31096108190a118a4c7a8c11133`	completed	April 4, 2026, 6:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69d0b3d40da08190b25118a0901728da`	completed	April 4, 2026, 6:46 a.m.

Created at: March 30, 2026, 7:35 p.m.