Triple

T19682077

Position	Surface form	Disambiguated ID	Type / Status
Subject	Finlarig Castle	`E472617`	entity
Predicate	locatedNear	`P294`	FINISHED
Object	Killin railway station (former) Killin railway station (former) was a disused railway station in Killin, Stirling, Scotland, that once served the local village and nearby attractions before its closure.	`E1389695`	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: Killin railway station (former) | Statement: [Finlarig Castle, locatedNear, Killin railway station (former)]

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

Target entity: Killin railway station (former)
Context triple: [Finlarig Castle, locatedNear, Killin railway station (former)]

A. Kilwinning railway station
Kilwinning railway station is a key railway hub in North Ayrshire, Scotland, serving the town of Kilwinning and acting as an important interchange on the regional rail network.
B. Magheragall railway station (former)
Magheragall railway station (former) was a now-disused railway stop that once served the village of Magheragall in County Antrim, Northern Ireland.
C. Springburn railway station
Springburn railway station is a suburban rail station in the Springburn district of Glasgow, Scotland, serving as a local commuter hub on several regional lines.
D. Kingussie railway station
Kingussie railway station is a stop on the Highland Main Line in the Scottish Highlands, serving the town of Kingussie with regional and long-distance rail services.
E. Craigieburn railway station
Craigieburn railway station is a suburban commuter rail station in Melbourne, Australia, serving as the northern endpoint of services on the Craigieburn line.
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: Killin railway station (former)
Triple: [Finlarig Castle, locatedNear, Killin railway station (former)]

Generated description

Killin railway station (former) was a disused railway station in Killin, Stirling, Scotland, that once served the local village and nearby attractions before its closure.

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

Target entity: Killin railway station (former)
Target entity description: Killin railway station (former) was a disused railway station in Killin, Stirling, Scotland, that once served the local village and nearby attractions before its closure.

A. Kilwinning railway station
Kilwinning railway station is a key railway hub in North Ayrshire, Scotland, serving the town of Kilwinning and acting as an important interchange on the regional rail network.
B. Magheragall railway station (former)
Magheragall railway station (former) was a now-disused railway stop that once served the village of Magheragall in County Antrim, Northern Ireland.
C. Springburn railway station
Springburn railway station is a suburban rail station in the Springburn district of Glasgow, Scotland, serving as a local commuter hub on several regional lines.
D. Kingussie railway station
Kingussie railway station is a stop on the Highland Main Line in the Scottish Highlands, serving the town of Kingussie with regional and long-distance rail services.
E. Craigieburn railway station
Craigieburn railway station is a suburban commuter rail station in Melbourne, Australia, serving as the northern endpoint of services on the Craigieburn line.
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_69d8e514f2e08190ba70a4449519d218`	completed	April 10, 2026, 11:55 a.m.
NER	Named-entity recognition	`batch_69e641c05964819093d3124b8f174001`	completed	April 20, 2026, 3:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0787c6bd708190a3693bd3925ac20f`	completed	May 15, 2026, 8:53 p.m.
NEDg	Description generation	`batch_6a07936634a08190a5e90b42f0b34b23`	completed	May 15, 2026, 9:43 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0793efdfc08190a2ef81a86ca698c2`	completed	May 15, 2026, 9:45 p.m.

Created at: April 10, 2026, 1:45 p.m.