Triple

T14013084

Position	Surface form	Disambiguated ID	Type / Status
Subject	Archbishop of Milwaukee	`E337135`	entity
Predicate	cathedral	`P9020`	FINISHED
Object	Cathedral of St. John the Evangelist, Milwaukee The Cathedral of St. John the Evangelist in Milwaukee is a historic Roman Catholic cathedral and the principal church of the Archdiocese of Milwaukee, known for its 19th-century architecture and central role in the city’s Catholic community.	`E1073091`	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: Cathedral of St. John the Evangelist, Milwaukee | Statement: [Archbishop of Milwaukee, cathedral, Cathedral of St. John the Evangelist, Milwaukee]

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

Target entity: Cathedral of St. John the Evangelist, Milwaukee
Context triple: [Archbishop of Milwaukee, cathedral, Cathedral of St. John the Evangelist, Milwaukee]

A. All Saints’ Cathedral, Milwaukee
All Saints’ Cathedral in Milwaukee is the historic Episcopal cathedral church serving as the liturgical and administrative center of the Diocese of Milwaukee.
B. Cathedral Church of St. Paul the Apostle, Fond du Lac
The Cathedral Church of St. Paul the Apostle in Fond du Lac is the principal Episcopal church of the Diocese of Fond du Lac, serving as its liturgical and administrative center.
C. Cathedral Basilica of the Sacred Heart
The Cathedral Basilica of the Sacred Heart is a grand French Gothic-style Roman Catholic cathedral in Newark, New Jersey, renowned as one of the largest and most architecturally significant churches in the United States.
D. City Hall of Milwaukee
The City Hall of Milwaukee is a historic landmark building in downtown Milwaukee, Wisconsin, that long served as the seat of the city’s municipal government.
E. Cathedral Basilica of the Assumption
The Cathedral Basilica of the Assumption is a prominent Roman Catholic cathedral in Covington, Kentucky, renowned for its Gothic Revival architecture and stunning stained-glass windows.
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: Cathedral of St. John the Evangelist, Milwaukee
Triple: [Archbishop of Milwaukee, cathedral, Cathedral of St. John the Evangelist, Milwaukee]

Generated description

The Cathedral of St. John the Evangelist in Milwaukee is a historic Roman Catholic cathedral and the principal church of the Archdiocese of Milwaukee, known for its 19th-century architecture and central role in the city’s Catholic community.

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

Target entity: Cathedral of St. John the Evangelist, Milwaukee
Target entity description: The Cathedral of St. John the Evangelist in Milwaukee is a historic Roman Catholic cathedral and the principal church of the Archdiocese of Milwaukee, known for its 19th-century architecture and central role in the city’s Catholic community.

A. All Saints’ Cathedral, Milwaukee
All Saints’ Cathedral in Milwaukee is the historic Episcopal cathedral church serving as the liturgical and administrative center of the Diocese of Milwaukee.
B. Cathedral Church of St. Paul the Apostle, Fond du Lac
The Cathedral Church of St. Paul the Apostle in Fond du Lac is the principal Episcopal church of the Diocese of Fond du Lac, serving as its liturgical and administrative center.
C. Cathedral Basilica of the Sacred Heart
The Cathedral Basilica of the Sacred Heart is a grand French Gothic-style Roman Catholic cathedral in Newark, New Jersey, renowned as one of the largest and most architecturally significant churches in the United States.
D. City Hall of Milwaukee
The City Hall of Milwaukee is a historic landmark building in downtown Milwaukee, Wisconsin, that long served as the seat of the city’s municipal government.
E. Cathedral Basilica of the Assumption
The Cathedral Basilica of the Assumption is a prominent Roman Catholic cathedral in Covington, Kentucky, renowned for its Gothic Revival architecture and stunning stained-glass windows.
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_69d81c645c5c8190b1fd16a285a1b78a`	completed	April 9, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69de2f37d11481909159bdb9e1e8d38e`	completed	April 14, 2026, 12:12 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fbacaa16e88190995fd86951fb54e6`	completed	May 6, 2026, 9:03 p.m.
NEDg	Description generation	`batch_69fbada0a2408190b77d163aee17400e`	completed	May 6, 2026, 9:07 p.m.
NED2	Entity disambiguation (via description)	`batch_69fbaeeeb594819087b57da166495a72`	completed	May 6, 2026, 9:13 p.m.

Created at: April 9, 2026, 10:19 p.m.