Triple

T14978088

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hallstatt	`E373503`	entity
Predicate	transportConnection	`P1298`	FINISHED
Object	Hallstatt railway station (across the lake) Hallstatt railway station (across the lake) is a small Austrian train stop on the opposite shore of Lake Hallstatt that serves the village via a short boat connection.	`E1130237`	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: Hallstatt railway station (across the lake) | Statement: [Hallstatt, transportConnection, Hallstatt railway station (across the lake)]

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

Target entity: Hallstatt railway station (across the lake)
Context triple: [Hallstatt, transportConnection, Hallstatt railway station (across the lake)]

A. Prien am Chiemsee railway station
Prien am Chiemsee railway station is a regional train station in the Bavarian town of Prien am Chiemsee, serving as a key access point for travelers heading to Lake Chiemsee and its surrounding attractions.
B. Lauterbrunnen railway station
Lauterbrunnen railway station is a key alpine rail hub in the Swiss Bernese Oberland, serving as the main gateway for trains and cable connections into the Lauterbrunnen Valley and surrounding mountain resorts.
C. Bad Waldsee railway station
Bad Waldsee railway station is a regional train station in the spa town of Bad Waldsee in Baden-Württemberg, Germany, providing rail connections for local residents and visitors.
D. Schmitten railway station
Schmitten railway station is a local Swiss train stop in the municipality of Schmitten, serving regional passenger traffic between the cities of Bern and Fribourg.
E. Interlaken Ost railway station
Interlaken Ost railway station is the main rail hub in Interlaken, Switzerland, serving as a key gateway to the Bernese Oberland and nearby alpine destinations such as Jungfraujoch and Lauterbrunnen.
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: Hallstatt railway station (across the lake)
Triple: [Hallstatt, transportConnection, Hallstatt railway station (across the lake)]

Generated description

Hallstatt railway station (across the lake) is a small Austrian train stop on the opposite shore of Lake Hallstatt that serves the village via a short boat connection.

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

Target entity: Hallstatt railway station (across the lake)
Target entity description: Hallstatt railway station (across the lake) is a small Austrian train stop on the opposite shore of Lake Hallstatt that serves the village via a short boat connection.

A. Prien am Chiemsee railway station
Prien am Chiemsee railway station is a regional train station in the Bavarian town of Prien am Chiemsee, serving as a key access point for travelers heading to Lake Chiemsee and its surrounding attractions.
B. Lauterbrunnen railway station
Lauterbrunnen railway station is a key alpine rail hub in the Swiss Bernese Oberland, serving as the main gateway for trains and cable connections into the Lauterbrunnen Valley and surrounding mountain resorts.
C. Bad Waldsee railway station
Bad Waldsee railway station is a regional train station in the spa town of Bad Waldsee in Baden-Württemberg, Germany, providing rail connections for local residents and visitors.
D. Schmitten railway station
Schmitten railway station is a local Swiss train stop in the municipality of Schmitten, serving regional passenger traffic between the cities of Bern and Fribourg.
E. Interlaken Ost railway station
Interlaken Ost railway station is the main rail hub in Interlaken, Switzerland, serving as a key gateway to the Bernese Oberland and nearby alpine destinations such as Jungfraujoch and Lauterbrunnen.
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_69d85ccbbcd48190acb56e7cf104d8ad`	completed	April 10, 2026, 2:13 a.m.
NER	Named-entity recognition	`batch_69ded6fbd138819092254ea37388026c`	completed	April 15, 2026, 12:08 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe8beca6d88190a0c1adb18c9f2ac4`	completed	May 9, 2026, 1:20 a.m.
NEDg	Description generation	`batch_69fe8f94018881908d8185d692f9728a`	completed	May 9, 2026, 1:36 a.m.
NED2	Entity disambiguation (via description)	`batch_69fe8fff27e881908163a1339019e192`	completed	May 9, 2026, 1:38 a.m.

Created at: April 10, 2026, 2:51 a.m.