Triple

T15005829

Position	Surface form	Disambiguated ID	Type / Status
Subject	Catholic Church in Australia	`E377708`	entity
Predicate	hasSector	`P71`	FINISHED
Object	Catholic social services in Australia Catholic social services in Australia are Church-affiliated welfare and community organizations that provide support such as housing, aged care, family services, and assistance to vulnerable and disadvantaged people across the country.	`E1131878`	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: Catholic social services in Australia | Statement: [Catholic Church in Australia, hasSector, Catholic social services in Australia]

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

Target entity: Catholic social services in Australia
Context triple: [Catholic Church in Australia, hasSector, Catholic social services in Australia]

A. Catholic Social Services
Catholic Social Services is a faith-based nonprofit organization affiliated with the Catholic Church that provides social services such as foster care and adoption placement.
B. Catholic Church in Australia
The Catholic Church in Australia is the nationwide community and organizational structure of the Roman Catholic faith in Australia, encompassing its dioceses, parishes, clergy, and laity.
C. Catholic education authorities in New South Wales
Catholic education authorities in New South Wales are the Church-based administrative bodies responsible for overseeing and managing Catholic schools and colleges across the state.
D. Catholic social teaching
Catholic social teaching is the body of official Catholic Church doctrine that applies Gospel principles to social, economic, and political issues, emphasizing human dignity, the common good, solidarity, and care for the poor.
E. Anglicare Australia
Anglicare Australia is a national network of Anglican community service agencies that provide social welfare, support, and advocacy for vulnerable people across Australia.
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: Catholic social services in Australia
Triple: [Catholic Church in Australia, hasSector, Catholic social services in Australia]

Generated description

Catholic social services in Australia are Church-affiliated welfare and community organizations that provide support such as housing, aged care, family services, and assistance to vulnerable and disadvantaged people across the country.

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

Target entity: Catholic social services in Australia
Target entity description: Catholic social services in Australia are Church-affiliated welfare and community organizations that provide support such as housing, aged care, family services, and assistance to vulnerable and disadvantaged people across the country.

A. Catholic Social Services
Catholic Social Services is a faith-based nonprofit organization affiliated with the Catholic Church that provides social services such as foster care and adoption placement.
B. Catholic Church in Australia
The Catholic Church in Australia is the nationwide community and organizational structure of the Roman Catholic faith in Australia, encompassing its dioceses, parishes, clergy, and laity.
C. Catholic education authorities in New South Wales
Catholic education authorities in New South Wales are the Church-based administrative bodies responsible for overseeing and managing Catholic schools and colleges across the state.
D. Catholic social teaching
Catholic social teaching is the body of official Catholic Church doctrine that applies Gospel principles to social, economic, and political issues, emphasizing human dignity, the common good, solidarity, and care for the poor.
E. Anglicare Australia
Anglicare Australia is a national network of Anglican community service agencies that provide social welfare, support, and advocacy for vulnerable people across Australia.
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_69d85cd3a3c881908c71fc424d459c17`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69ded7322b5c81909089cbbf816e1436`	completed	April 15, 2026, 12:09 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe96a35acc8190a85f2ce32800ce1b`	completed	May 9, 2026, 2:06 a.m.
NEDg	Description generation	`batch_69fe98917abc81908998205b4ecf201f`	completed	May 9, 2026, 2:14 a.m.
NED2	Entity disambiguation (via description)	`batch_69fe997c744481909bd3c66c3dd68f19`	completed	May 9, 2026, 2:18 a.m.

Created at: April 10, 2026, 2:54 a.m.