Triple

T14543989

Position	Surface form	Disambiguated ID	Type / Status
Subject	Shadow Cabinet of Queensland	`E341241`	entity
Predicate	hasPosition	`P8`	FINISHED
Object	Shadow Minister for Women The Shadow Minister for Women is a senior opposition spokesperson in Queensland responsible for scrutinising government policies affecting women and advocating alternative approaches on gender equality and women’s issues.	`E1105010`	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: Shadow Minister for Women | Statement: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Women]

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

Target entity: Shadow Minister for Women
Context triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Women]

A. Minister of State for Gender Equality
The Minister of State for Gender Equality is a Japanese government cabinet position responsible for promoting policies and initiatives to advance gender equality and women's empowerment nationwide.
B. Secretary of State for Women and Equality (UK)
The Secretary of State for Women and Equality (UK) was a British Cabinet-level ministerial role responsible for promoting gender equality and advancing the rights and opportunities of women across government policy.
C. Federal Minister for Women and Youth
The Federal Minister for Women and Youth is a German cabinet post responsible for shaping national policy on gender equality, family support, and youth affairs.
D. Minister of Gender, Labour and Social Development
The Minister of Gender, Labour and Social Development is the Ugandan cabinet official responsible for national policy and oversight on gender equality, labor affairs, and social welfare programs.
E. Madam Deputy First Minister
Madam Deputy First Minister is the formal style of address used for a woman serving as the Deputy First Minister of Northern Ireland.
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: Shadow Minister for Women
Triple: [Shadow Cabinet of Queensland, hasPosition, Shadow Minister for Women]

Generated description

The Shadow Minister for Women is a senior opposition spokesperson in Queensland responsible for scrutinising government policies affecting women and advocating alternative approaches on gender equality and women’s issues.

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

Target entity: Shadow Minister for Women
Target entity description: The Shadow Minister for Women is a senior opposition spokesperson in Queensland responsible for scrutinising government policies affecting women and advocating alternative approaches on gender equality and women’s issues.

A. Minister of State for Gender Equality
The Minister of State for Gender Equality is a Japanese government cabinet position responsible for promoting policies and initiatives to advance gender equality and women's empowerment nationwide.
B. Secretary of State for Women and Equality (UK)
The Secretary of State for Women and Equality (UK) was a British Cabinet-level ministerial role responsible for promoting gender equality and advancing the rights and opportunities of women across government policy.
C. Federal Minister for Women and Youth
The Federal Minister for Women and Youth is a German cabinet post responsible for shaping national policy on gender equality, family support, and youth affairs.
D. Minister of Gender, Labour and Social Development
The Minister of Gender, Labour and Social Development is the Ugandan cabinet official responsible for national policy and oversight on gender equality, labor affairs, and social welfare programs.
E. Madam Deputy First Minister
Madam Deputy First Minister is the formal style of address used for a woman serving as the Deputy First Minister of Northern Ireland.
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_69d822db9c8481908213ceb39585f792`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69deb1bfc2b48190adb0897682c26a9a`	completed	April 14, 2026, 9:29 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd7a60f2f88190b08fdf0a3095d0a7`	completed	May 8, 2026, 5:53 a.m.
NEDg	Description generation	`batch_69fd7d80d358819095661dac316ff69f`	completed	May 8, 2026, 6:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd7e0a30188190942ff45e0f865490`	completed	May 8, 2026, 6:09 a.m.

Created at: April 10, 2026, 1:22 a.m.