Triple

T14271965

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hermannsburg, Northern Territory	`E353807`	entity
Predicate	tourismAttraction	`P530`	FINISHED
Object	Hermannsburg Historic Precinct Hermannsburg Historic Precinct is a heritage-listed former Lutheran mission in the Northern Territory, notable for its 19th-century German-style buildings and its central role in Western Arrernte history and culture.	`E1088928`	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: Hermannsburg Historic Precinct | Statement: [Hermannsburg, Northern Territory, tourismAttraction, Hermannsburg Historic Precinct]

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

Target entity: Hermannsburg Historic Precinct
Context triple: [Hermannsburg, Northern Territory, tourismAttraction, Hermannsburg Historic Precinct]

A. Alice Springs Telegraph Station Historical Reserve
Alice Springs Telegraph Station Historical Reserve is a heritage site in Alice Springs, Northern Territory, preserving one of the original Overland Telegraph Line stations and early European settlement history in central Australia.
B. Wilpena Homestead
Wilpena Homestead is a historic pastoral property and former station complex located within the natural amphitheatre of Wilpena Pound in South Australia's Flinders Ranges.
C. Moonta Mines Museum
Moonta Mines Museum is a heritage museum in South Australia that showcases the region’s historic copper mining industry and Cornish mining culture.
D. Swan Hill Pioneer Settlement
Swan Hill Pioneer Settlement is an open-air museum in Victoria, Australia, that recreates a 19th- and early 20th-century riverside pioneer town with historic buildings, exhibits, and heritage experiences.
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: Hermannsburg Historic Precinct
Triple: [Hermannsburg, Northern Territory, tourismAttraction, Hermannsburg Historic Precinct]

Generated description

Hermannsburg Historic Precinct is a heritage-listed former Lutheran mission in the Northern Territory, notable for its 19th-century German-style buildings and its central role in Western Arrernte history and culture.

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

Target entity: Hermannsburg Historic Precinct
Target entity description: Hermannsburg Historic Precinct is a heritage-listed former Lutheran mission in the Northern Territory, notable for its 19th-century German-style buildings and its central role in Western Arrernte history and culture.

A. Alice Springs Telegraph Station Historical Reserve
Alice Springs Telegraph Station Historical Reserve is a heritage site in Alice Springs, Northern Territory, preserving one of the original Overland Telegraph Line stations and early European settlement history in central Australia.
B. Wilpena Homestead
Wilpena Homestead is a historic pastoral property and former station complex located within the natural amphitheatre of Wilpena Pound in South Australia's Flinders Ranges.
C. Moonta Mines Museum
Moonta Mines Museum is a heritage museum in South Australia that showcases the region’s historic copper mining industry and Cornish mining culture.
D. Swan Hill Pioneer Settlement
Swan Hill Pioneer Settlement is an open-air museum in Victoria, Australia, that recreates a 19th- and early 20th-century riverside pioneer town with historic buildings, exhibits, and heritage experiences.
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_69d8278d25148190abf1a8c8f5f533ad`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de65811d7c8190b075909a6570d415`	completed	April 14, 2026, 4:04 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd326a5aec8190b139a0c49fd43705`	completed	May 8, 2026, 12:46 a.m.
NEDg	Description generation	`batch_69fd333b49a88190834a5f45fa0fc6c2`	completed	May 8, 2026, 12:50 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd33bdc8d08190be11f5ccf259cd6a`	completed	May 8, 2026, 12:52 a.m.

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