Triple

T3534123

Position	Surface form	Disambiguated ID	Type / Status
Subject	North Wollongong Beach	`E74728`	entity
Predicate	near	`P350`	FINISHED
Object	North Wollongong railway station North Wollongong railway station is a suburban train station in Wollongong, New South Wales, Australia, serving the northern part of the city and providing access to nearby coastal areas and the University of Wollongong.	`E364541`	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: North Wollongong railway station | Statement: [North Wollongong Beach, near, North Wollongong railway station]

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

Target entity: North Wollongong railway station
Context triple: [North Wollongong Beach, near, North Wollongong railway station]

A. Wollongong railway station
Wollongong railway station is a major suburban and intercity train station in Wollongong, New South Wales, serving as a key transport hub on the South Coast of Australia.
B. Woy Woy railway station
Woy Woy railway station is a key suburban train station on the Central Coast of New South Wales, Australia, serving the town of Woy Woy on the Main Northern line.
C. Wyong railway station
Wyong railway station is a regional train station on the Central Coast of New South Wales, Australia, serving the town of Wyong and connecting it to Sydney, Newcastle, and surrounding areas.
D. Wolli Creek railway station
Wolli Creek railway station is a major interchange in Sydney’s inner south, connecting the Illawarra and Airport lines and serving the suburb of Wolli Creek near the Cooks River.
E. Ingleburn railway station
Ingleburn railway station is a suburban train station in Sydney, Australia, serving the Ingleburn area on the city’s south-western rail network.
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: North Wollongong railway station
Triple: [North Wollongong Beach, near, North Wollongong railway station]

Generated description

North Wollongong railway station is a suburban train station in Wollongong, New South Wales, Australia, serving the northern part of the city and providing access to nearby coastal areas and the University of Wollongong.

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

Target entity: North Wollongong railway station
Target entity description: North Wollongong railway station is a suburban train station in Wollongong, New South Wales, Australia, serving the northern part of the city and providing access to nearby coastal areas and the University of Wollongong.

A. Wollongong railway station
Wollongong railway station is a major suburban and intercity train station in Wollongong, New South Wales, serving as a key transport hub on the South Coast of Australia.
B. Woy Woy railway station
Woy Woy railway station is a key suburban train station on the Central Coast of New South Wales, Australia, serving the town of Woy Woy on the Main Northern line.
C. Wyong railway station
Wyong railway station is a regional train station on the Central Coast of New South Wales, Australia, serving the town of Wyong and connecting it to Sydney, Newcastle, and surrounding areas.
D. Wolli Creek railway station
Wolli Creek railway station is a major interchange in Sydney’s inner south, connecting the Illawarra and Airport lines and serving the suburb of Wolli Creek near the Cooks River.
E. Ingleburn railway station
Ingleburn railway station is a suburban train station in Sydney, Australia, serving the Ingleburn area on the city’s south-western rail network.
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_69ad85d1a3948190931fd1ea1f49717b`	completed	March 8, 2026, 2:21 p.m.
NER	Named-entity recognition	`batch_69adbc9cff5c81909011f34c9bf28e11`	completed	March 8, 2026, 6:14 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b37e9c408481909a808d400f545ff8`	completed	March 13, 2026, 3:03 a.m.
NEDg	Description generation	`batch_69b37f232b8881908f7b4df89399d1d8`	completed	March 13, 2026, 3:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69b37f8fea9481909eb82a06e6c71e98`	completed	March 13, 2026, 3:08 a.m.

Created at: March 8, 2026, 3:19 p.m.