Triple

T31465504

Position	Surface form	Disambiguated ID	Type / Status
Subject	Employment Contracts Act 1991	`E802710`	entity
Predicate	associatedMinister	`P7820`	FINISHED
Object	Bill Birch Bill Birch is a New Zealand National Party politician who held several senior ministerial roles, including key economic and labor portfolios, during the late 20th century.	`E1961860`	NE FINISHED

How this triple was built (3 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: Bill Birch | Statement: [Employment Contracts Act 1991, associatedMinister, Bill Birch]

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: Bill Birch
Triple: [Employment Contracts Act 1991, associatedMinister, Bill Birch]

Generated description

Bill Birch is a New Zealand National Party politician who held several senior ministerial roles, including key economic and labor portfolios, during the late 20th century.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: associatedMinister
Context triple: [Employment Contracts Act 1991, associatedMinister, Bill Birch]

A. hasMinister chosen
Indicates that one entity serves as the minister (political, religious, or administrative official) responsible for or associated with another entity.
B. ministerIs
Indicates that one entity serves in the role or capacity of a minister in relation to another entity.
C. partnerInMinistryWith
Indicates a collaborative relationship in which two or more entities work together in religious or spiritual ministry.
D. hasJuniorMinister
Indicates that an entity (such as a government department or office) has a junior minister assigned to serve under it.
E. hasMinisterialResponsibilityFor
Indicates that one entity (typically a minister or ministry) holds official responsibility or oversight for the functions, policies, or operations of another entity.
F. None of above.

Provenance (6 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_69f348c84c1c81908739f100ecf7394e`	completed	April 30, 2026, 12:19 p.m.
NER	Named-entity recognition	`batch_6a037c876524819098545e6037d3107d`	completed	May 12, 2026, 7:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a2b079384bc81909d67f7b9fd1eaa12`	completed	June 11, 2026, 7:08 p.m.
NEDg	Description generation	`batch_6a2b087c29c08190a6b1fd0d8deb66fe`	completed	June 11, 2026, 7:11 p.m.
NED2	Entity disambiguation (via description)	`batch_6a2b08d8c7c8819080dbb4d6c9aed9f4`	completed	June 11, 2026, 7:13 p.m.
PD	Predicate disambiguation	`batch_6a0379e7aa0c8190bdc9ee4d54fc821b`	completed	May 12, 2026, 7:05 p.m.

Created at: April 30, 2026, 9:22 p.m.