Triple

T11383819

Position	Surface form	Disambiguated ID	Type / Status
Subject	John O'Hara	`E269663`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	Fordham University (did not graduate) Fordham University (did not graduate) refers to the period when John O'Hara attended Fordham University but left before completing a degree.	`E922821`	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: Fordham University (did not graduate) | Statement: [John O'Hara, educatedAt, Fordham University (did not graduate)]

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

Target entity: Fordham University (did not graduate)
Context triple: [John O'Hara, educatedAt, Fordham University (did not graduate)]

A. Columbia University (did not graduate)
Columbia University (did not graduate) refers to Washington Irving’s incomplete studies at Columbia University, highlighting that he attended the institution but left before earning a degree.
B. Yale Law School (studied law, did not graduate)
Yale Law School (studied law, did not graduate) is a prestigious American law school at Yale University in New Haven, Connecticut, renowned for its highly selective admissions and influential role in legal scholarship and public service.
C. Boston University (attended, did not graduate)
Boston University (attended, did not graduate) is a private research university in Boston, Massachusetts, known for its comprehensive academic programs and notable alumni across the arts, sciences, and public life.
D. Yale College (attended, did not graduate)
Yale College (attended, did not graduate) refers to the undergraduate division of Yale University in New Haven, Connecticut, which some students, such as Samuel J. Tilden, attended without completing a degree.
E. Fashion Institute of Technology (attended, did not graduate)
The Fashion Institute of Technology is a renowned New York City college specializing in fashion, design, art, business, and technology education.
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: Fordham University (did not graduate)
Triple: [John O'Hara, educatedAt, Fordham University (did not graduate)]

Generated description

Fordham University (did not graduate) refers to the period when John O'Hara attended Fordham University but left before completing a degree.

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

Target entity: Fordham University (did not graduate)
Target entity description: Fordham University (did not graduate) refers to the period when John O'Hara attended Fordham University but left before completing a degree.

A. Columbia University (did not graduate)
Columbia University (did not graduate) refers to Washington Irving’s incomplete studies at Columbia University, highlighting that he attended the institution but left before earning a degree.
B. Yale Law School (studied law, did not graduate)
Yale Law School (studied law, did not graduate) is a prestigious American law school at Yale University in New Haven, Connecticut, renowned for its highly selective admissions and influential role in legal scholarship and public service.
C. Boston University (attended, did not graduate)
Boston University (attended, did not graduate) is a private research university in Boston, Massachusetts, known for its comprehensive academic programs and notable alumni across the arts, sciences, and public life.
D. Yale College (attended, did not graduate)
Yale College (attended, did not graduate) refers to the undergraduate division of Yale University in New Haven, Connecticut, which some students, such as Samuel J. Tilden, attended without completing a degree.
E. Fashion Institute of Technology (attended, did not graduate)
The Fashion Institute of Technology is a renowned New York City college specializing in fashion, design, art, business, and technology education.
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_69d6aacdbc6c8190af6dc3d5f5d22836`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7fc34f1f0819082dd977313ee6070`	completed	April 9, 2026, 7:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e58c1d4b188190b83cfad0cc95483e`	completed	April 20, 2026, 2:14 a.m.
NEDg	Description generation	`batch_69e59323c5948190bc2c9512f7b0a54f`	completed	April 20, 2026, 2:44 a.m.
NED2	Entity disambiguation (via description)	`batch_69e599c53704819097c0fdbbfbbb1e87`	completed	April 20, 2026, 3:13 a.m.

Created at: April 8, 2026, 9:34 p.m.