Triple

T31653905

Position	Surface form	Disambiguated ID	Type / Status
Subject	Gillard Government	`E807807`	entity
Predicate	climateChangeMinister	`P7820`	FINISHED
Object	Greg Combet Greg Combet is an Australian former trade union leader and Labor politician who played a key role in developing and implementing the country's climate and clean energy policies in the early 2010s.	`E1972209`	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: Greg Combet | Statement: [Gillard Government, climateChangeMinister, Greg Combet]

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: Greg Combet
Triple: [Gillard Government, climateChangeMinister, Greg Combet]

Generated description

Greg Combet is an Australian former trade union leader and Labor politician who played a key role in developing and implementing the country's climate and clean energy policies in the early 2010s.

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

Target predicate: climateChangeMinister
Context triple: [Gillard Government, climateChangeMinister, Greg Combet]

A. ministerIs
Indicates that one entity serves in the role or capacity of a minister in relation to another entity.
B. socialAffairsMinister
Indicates that the subject holds or is assigned the role/position of minister responsible for social affairs in relation to the object (typically a country, government, or administration).
C. hasMinister chosen
Indicates that one entity serves as the minister (political, religious, or administrative official) responsible for or associated with another entity.
D. hasJuniorMinister
Indicates that an entity (such as a government department or office) has a junior minister assigned to serve under it.
E. primeMinisterRepresented
Indicates that a person served as the prime minister acting on behalf of, or in an official representative capacity for, a specific country, state, or governing body.
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_69f348daf95c81908b4c985b7ddcd0b3`	completed	April 30, 2026, 12:19 p.m.
NER	Named-entity recognition	`batch_69f6afebd7ec8190ab696f363d84abf0`	completed	May 3, 2026, 2:16 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a2b79e550e481909aa06a7ccf4705bd`	completed	June 12, 2026, 3:15 a.m.
NEDg	Description generation	`batch_6a2b7a866a408190a377ebe1dfb4b162`	completed	June 12, 2026, 3:18 a.m.
NED2	Entity disambiguation (via description)	`batch_6a2b7b5699c48190b83c080aa685a7b4`	completed	June 12, 2026, 3:21 a.m.
PD	Predicate disambiguation	`batch_69f6aca3dedc81908b519d53d2909868`	completed	May 3, 2026, 2:02 a.m.

Created at: April 30, 2026, 10:54 p.m.