Triple

T18386778

Position	Surface form	Disambiguated ID	Type / Status
Subject	Darmstadt Hauptbahnhof	`E446611`	entity
Predicate	hasConnection	`P8776`	FINISHED
Object	Darmstadt city bus network The Darmstadt city bus network is the local public transportation system of Darmstadt, Germany, providing extensive bus services that connect the main railway station with neighborhoods, suburbs, and key destinations throughout the city.	`E1321019`	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: Darmstadt city bus network | Statement: [Darmstadt Hauptbahnhof, hasConnection, Darmstadt city bus network]

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

Target entity: Darmstadt city bus network
Context triple: [Darmstadt Hauptbahnhof, hasConnection, Darmstadt city bus network]

A. Frankfurt public transport network
The Frankfurt public transport network is an integrated system of trams, buses, S-Bahn, and U-Bahn services that provides comprehensive urban and regional mobility across Frankfurt and its surrounding areas.
B. Stuttgart public transport network
The Stuttgart public transport network is an integrated system of S-Bahn, U-Bahn (light rail), buses, and regional trains serving Stuttgart and its surrounding metropolitan area.
C. Stuttgart bus network
The Stuttgart bus network is the public transportation system of Stuttgart, Germany, consisting of numerous bus lines that connect the city’s districts and suburbs with other local and regional transit services.
D. Frankfurt tram network
The Frankfurt tram network is an extensive urban light rail system in Frankfurt am Main, Germany, forming a key part of the city’s public transportation infrastructure.
E. Heidelberg tram network
The Heidelberg tram network is an urban light rail system serving the city of Heidelberg, Germany, connecting key districts, residential areas, and institutions such as the Neuenheimer Feld campus.
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: Darmstadt city bus network
Triple: [Darmstadt Hauptbahnhof, hasConnection, Darmstadt city bus network]

Generated description

The Darmstadt city bus network is the local public transportation system of Darmstadt, Germany, providing extensive bus services that connect the main railway station with neighborhoods, suburbs, and key destinations throughout the city.

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

Target entity: Darmstadt city bus network
Target entity description: The Darmstadt city bus network is the local public transportation system of Darmstadt, Germany, providing extensive bus services that connect the main railway station with neighborhoods, suburbs, and key destinations throughout the city.

A. Frankfurt public transport network
The Frankfurt public transport network is an integrated system of trams, buses, S-Bahn, and U-Bahn services that provides comprehensive urban and regional mobility across Frankfurt and its surrounding areas.
B. Stuttgart public transport network
The Stuttgart public transport network is an integrated system of S-Bahn, U-Bahn (light rail), buses, and regional trains serving Stuttgart and its surrounding metropolitan area.
C. Stuttgart bus network
The Stuttgart bus network is the public transportation system of Stuttgart, Germany, consisting of numerous bus lines that connect the city’s districts and suburbs with other local and regional transit services.
D. Frankfurt tram network
The Frankfurt tram network is an extensive urban light rail system in Frankfurt am Main, Germany, forming a key part of the city’s public transportation infrastructure.
E. Heidelberg tram network
The Heidelberg tram network is an urban light rail system serving the city of Heidelberg, Germany, connecting key districts, residential areas, and institutions such as the Neuenheimer Feld campus.
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_69d8b9f370b88190b1e5081c2c238e7f`	completed	April 10, 2026, 8:50 a.m.
NER	Named-entity recognition	`batch_69e517a00c608190a8f0010c7b53df90`	completed	April 19, 2026, 5:57 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a03d784b3008190b84905ed433d846d`	completed	May 13, 2026, 1:44 a.m.
NEDg	Description generation	`batch_6a03d8512d4c8190b113f7ed1f8a044c`	completed	May 13, 2026, 1:48 a.m.
NED2	Entity disambiguation (via description)	`batch_6a03d8d863cc819098b46d5d26db05cd`	completed	May 13, 2026, 1:50 a.m.

Created at: April 10, 2026, 10:46 a.m.