Triple

T9515781

Position	Surface form	Disambiguated ID	Type / Status
Subject	United and Uniting churches	`E229520`	entity
Predicate	hasExample	`P1259`	FINISHED
Object	United Church of Zambia The United Church of Zambia is a major Protestant denomination in Zambia formed through the union of several missionary churches, known for its ecumenical character and significant social and educational work in the country.	`E803480`	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: United Church of Zambia | Statement: [United and Uniting churches, hasExample, United Church of Zambia]

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

Target entity: United Church of Zambia
Context triple: [United and Uniting churches, hasExample, United Church of Zambia]

A. Evangelical Lutheran Church of Zambia
The Evangelical Lutheran Church of Zambia is a Lutheran Christian denomination in Zambia that adheres to confessional Lutheran theology and participates in international fellowship with like-minded churches.
B. Evangelical Lutheran Church of Malawi
The Evangelical Lutheran Church of Malawi is a Lutheran Christian denomination in Malawi known for its confessional theology and membership in international Lutheran fellowships.
C. Anglican Church of Tanzania
The Anglican Church of Tanzania is the national Anglican province in Tanzania, comprising multiple dioceses and providing spiritual leadership, worship, and social services within the Anglican Communion.
D. Lutheran Church of Central Africa
The Lutheran Church of Central Africa is a conservative, confessional Lutheran church body active primarily in Malawi and Zambia, emphasizing strict adherence to Lutheran doctrine and practice.
E. Anglican Church of Congo
The Anglican Church of Congo is the Anglican Communion’s province in the Democratic Republic of the Congo, encompassing Anglican dioceses and ministries throughout the country.
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: United Church of Zambia
Triple: [United and Uniting churches, hasExample, United Church of Zambia]

Generated description

The United Church of Zambia is a major Protestant denomination in Zambia formed through the union of several missionary churches, known for its ecumenical character and significant social and educational work in the country.

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

Target entity: United Church of Zambia
Target entity description: The United Church of Zambia is a major Protestant denomination in Zambia formed through the union of several missionary churches, known for its ecumenical character and significant social and educational work in the country.

A. Evangelical Lutheran Church of Zambia
The Evangelical Lutheran Church of Zambia is a Lutheran Christian denomination in Zambia that adheres to confessional Lutheran theology and participates in international fellowship with like-minded churches.
B. Evangelical Lutheran Church of Malawi
The Evangelical Lutheran Church of Malawi is a Lutheran Christian denomination in Malawi known for its confessional theology and membership in international Lutheran fellowships.
C. Anglican Church of Tanzania
The Anglican Church of Tanzania is the national Anglican province in Tanzania, comprising multiple dioceses and providing spiritual leadership, worship, and social services within the Anglican Communion.
D. Lutheran Church of Central Africa
The Lutheran Church of Central Africa is a conservative, confessional Lutheran church body active primarily in Malawi and Zambia, emphasizing strict adherence to Lutheran doctrine and practice.
E. Anglican Church of Congo
The Anglican Church of Congo is the Anglican Communion’s province in the Democratic Republic of the Congo, encompassing Anglican dioceses and ministries throughout the country.
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_69ca84777560819084cddd999badc1aa`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cd986d5af08190a001c5a5ff647d4d`	completed	April 1, 2026, 10:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d13a44c3c08190a09277737c7a98e0`	completed	April 4, 2026, 4:20 p.m.
NEDg	Description generation	`batch_69d13b0590f0819088812840f7fb03c3`	completed	April 4, 2026, 4:23 p.m.
NED2	Entity disambiguation (via description)	`batch_69d13b698f148190a14470df6ff35a43`	completed	April 4, 2026, 4:25 p.m.

Created at: March 30, 2026, 7:58 p.m.