Triple

T2349224

Position	Surface form	Disambiguated ID	Type / Status
Subject	Howard Street (Baltimore)	`E47405`	entity
Predicate	near	`P350`	FINISHED
Object	University of Maryland, Baltimore campus The University of Maryland, Baltimore campus is an urban academic and research institution in downtown Baltimore that houses the university’s professional schools in fields such as law, medicine, nursing, pharmacy, and social work.	`E259076`	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: University of Maryland, Baltimore campus | Statement: [Howard Street (Baltimore), near, University of Maryland, Baltimore campus]

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

Target entity: University of Maryland, Baltimore campus
Context triple: [Howard Street (Baltimore), near, University of Maryland, Baltimore campus]

A. University of Baltimore
The University of Baltimore is a public university in Baltimore, Maryland, known for its professional programs in law, business, and public affairs.
B. University of Maryland, College Park at Shady Grove
The University of Maryland, College Park at Shady Grove is a satellite location where UMD offers select undergraduate and graduate degree programs on the Universities at Shady Grove campus in Rockville, Maryland.
C. Johns Hopkins University
Johns Hopkins University is a prestigious private research university in Baltimore, Maryland, renowned for its leadership in medical, public health, and scientific research.
D. Johns Hopkins Bayview Medical Center
Johns Hopkins Bayview Medical Center is a major academic medical center in Baltimore, Maryland, known for its clinical care, research, and teaching as part of the Johns Hopkins health system.
E. East Baltimore campus
The East Baltimore campus is a major Johns Hopkins University hub best known for housing the Johns Hopkins Hospital and the university’s core medical, nursing, and public health institutions.
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: University of Maryland, Baltimore campus
Triple: [Howard Street (Baltimore), near, University of Maryland, Baltimore campus]

Generated description

The University of Maryland, Baltimore campus is an urban academic and research institution in downtown Baltimore that houses the university’s professional schools in fields such as law, medicine, nursing, pharmacy, and social work.

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

Target entity: University of Maryland, Baltimore campus
Target entity description: The University of Maryland, Baltimore campus is an urban academic and research institution in downtown Baltimore that houses the university’s professional schools in fields such as law, medicine, nursing, pharmacy, and social work.

A. University of Baltimore
The University of Baltimore is a public university in Baltimore, Maryland, known for its professional programs in law, business, and public affairs.
B. University of Maryland, College Park at Shady Grove
The University of Maryland, College Park at Shady Grove is a satellite location where UMD offers select undergraduate and graduate degree programs on the Universities at Shady Grove campus in Rockville, Maryland.
C. Johns Hopkins University
Johns Hopkins University is a prestigious private research university in Baltimore, Maryland, renowned for its leadership in medical, public health, and scientific research.
D. Johns Hopkins Bayview Medical Center
Johns Hopkins Bayview Medical Center is a major academic medical center in Baltimore, Maryland, known for its clinical care, research, and teaching as part of the Johns Hopkins health system.
E. East Baltimore campus
The East Baltimore campus is a major Johns Hopkins University hub best known for housing the Johns Hopkins Hospital and the university’s core medical, nursing, and public health institutions.
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_69a88a1b678c8190bce986922ba60ce0`	completed	March 4, 2026, 7:38 p.m.
NER	Named-entity recognition	`batch_69abc6cc90d08190824a90e190d1b017`	completed	March 7, 2026, 6:33 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae962cb7988190bb2bb23191acf6ae`	completed	March 9, 2026, 9:43 a.m.
NEDg	Description generation	`batch_69ae9a035b70819096f2d556fb14313b`	completed	March 9, 2026, 9:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae9af22c688190b1c8bb169f5658ca`	completed	March 9, 2026, 10:03 a.m.

Created at: March 4, 2026, 7:54 p.m.