Triple

T15240310

Position	Surface form	Disambiguated ID	Type / Status
Subject	Maria Lock	`E364236`	entity
Predicate	hasHeritageSignificance	`P1579`	FINISHED
Object	Blacktown Native Institution site The Blacktown Native Institution site is a historically significant location in New South Wales associated with early 19th-century Aboriginal education and the lives of prominent Indigenous figures such as Maria Lock.	`E1145030`	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: Blacktown Native Institution site | Statement: [Maria Lock, hasHeritageSignificance, Blacktown Native Institution site]

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

Target entity: Blacktown Native Institution site
Context triple: [Maria Lock, hasHeritageSignificance, Blacktown Native Institution site]

A. Coranderrk Aboriginal Station
Coranderrk Aboriginal Station was a 19th-century Aboriginal reserve in Victoria, Australia, that became a significant site of Wurundjeri community life, activism, and resistance to colonial policies.
B. Raukkan Aboriginal School
Raukkan Aboriginal School is a small community school in Raukkan, South Australia, that primarily serves local Ngarrindjeri Aboriginal children and focuses on culturally responsive education.
C. Hermannsburg School
The Hermannsburg School is an Australian art movement known for its distinctive watercolor landscapes of Central Australia, pioneered by Aboriginal artist Albert Namatjira and his contemporaries from the Hermannsburg mission.
D. Cootamundra Heritage Centre
Cootamundra Heritage Centre is a local museum and cultural facility that preserves and showcases the history, heritage, and stories of Cootamundra and its surrounding district.
E. Ngarrindjeri cultural centre
The Ngarrindjeri cultural centre is a community hub dedicated to preserving and sharing the history, traditions, and contemporary culture of the Ngarrindjeri people of South 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: Blacktown Native Institution site
Triple: [Maria Lock, hasHeritageSignificance, Blacktown Native Institution site]

Generated description

The Blacktown Native Institution site is a historically significant location in New South Wales associated with early 19th-century Aboriginal education and the lives of prominent Indigenous figures such as Maria Lock.

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

Target entity: Blacktown Native Institution site
Target entity description: The Blacktown Native Institution site is a historically significant location in New South Wales associated with early 19th-century Aboriginal education and the lives of prominent Indigenous figures such as Maria Lock.

A. Coranderrk Aboriginal Station
Coranderrk Aboriginal Station was a 19th-century Aboriginal reserve in Victoria, Australia, that became a significant site of Wurundjeri community life, activism, and resistance to colonial policies.
B. Raukkan Aboriginal School
Raukkan Aboriginal School is a small community school in Raukkan, South Australia, that primarily serves local Ngarrindjeri Aboriginal children and focuses on culturally responsive education.
C. Hermannsburg School
The Hermannsburg School is an Australian art movement known for its distinctive watercolor landscapes of Central Australia, pioneered by Aboriginal artist Albert Namatjira and his contemporaries from the Hermannsburg mission.
D. Cootamundra Heritage Centre
Cootamundra Heritage Centre is a local museum and cultural facility that preserves and showcases the history, heritage, and stories of Cootamundra and its surrounding district.
E. Ngarrindjeri cultural centre
The Ngarrindjeri cultural centre is a community hub dedicated to preserving and sharing the history, traditions, and contemporary culture of the Ngarrindjeri people of South 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_69d85a0dde7481908fc64d1e82d5d20d`	completed	April 10, 2026, 2:01 a.m.
NER	Named-entity recognition	`batch_69e007db9a148190aadea8d5f8b6b261`	completed	April 15, 2026, 9:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fedd41b7c48190917385c6c61370b2`	completed	May 9, 2026, 7:07 a.m.
NEDg	Description generation	`batch_69fedf49f1c88190857cb1555e98c97e`	completed	May 9, 2026, 7:16 a.m.
NED2	Entity disambiguation (via description)	`batch_69fee06a90448190b7733aa5ee8a5d62`	completed	May 9, 2026, 7:21 a.m.

Created at: April 10, 2026, 3:13 a.m.