Triple
T19326085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herbrechtingen station |
E483356
|
entity |
| Predicate | fareSystem |
P395
|
FINISHED |
| Object |
Heidenheimer Tarifverbund
Heidenheimer Tarifverbund is a regional public transport tariff association in the Heidenheim area of Germany that coordinates and unifies fares across multiple transport operators.
|
E1370568
|
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: Heidenheimer Tarifverbund | Statement: [Herbrechtingen station, fareSystem, Heidenheimer Tarifverbund]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heidenheimer Tarifverbund Context triple: [Herbrechtingen station, fareSystem, Heidenheimer Tarifverbund]
-
A.
Hamburger Verkehrsverbund
Hamburger Verkehrsverbund is the integrated public transport association serving Hamburg and its surrounding metropolitan region in northern Germany.
-
B.
Ruhrverband
Ruhrverband is a German water management association responsible for operating reservoirs, dams, and water infrastructure in the Ruhr river basin.
-
C.
Aichach-Friedberg
Aichach-Friedberg is a rural district in the Bavarian administrative region of Swabia in southern Germany, known for its small towns, agricultural landscape, and proximity to Augsburg.
-
D.
Verkehrsverbund Ost-Region
Verkehrsverbund Ost-Region is the public transport association that coordinates and manages integrated ticketing and fares for the eastern region of Austria, including Vienna and its surrounding areas.
-
E.
Karlsruhe district
Karlsruhe district is a rural administrative district (Landkreis) in the state of Baden-Württemberg in southwestern Germany, surrounding but not including the city of Karlsruhe.
- 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: Heidenheimer Tarifverbund Triple: [Herbrechtingen station, fareSystem, Heidenheimer Tarifverbund]
Generated description
Heidenheimer Tarifverbund is a regional public transport tariff association in the Heidenheim area of Germany that coordinates and unifies fares across multiple transport operators.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heidenheimer Tarifverbund Target entity description: Heidenheimer Tarifverbund is a regional public transport tariff association in the Heidenheim area of Germany that coordinates and unifies fares across multiple transport operators.
-
A.
Hamburger Verkehrsverbund
Hamburger Verkehrsverbund is the integrated public transport association serving Hamburg and its surrounding metropolitan region in northern Germany.
-
B.
Ruhrverband
Ruhrverband is a German water management association responsible for operating reservoirs, dams, and water infrastructure in the Ruhr river basin.
-
C.
Aichach-Friedberg
Aichach-Friedberg is a rural district in the Bavarian administrative region of Swabia in southern Germany, known for its small towns, agricultural landscape, and proximity to Augsburg.
-
D.
Verkehrsverbund Ost-Region
Verkehrsverbund Ost-Region is the public transport association that coordinates and manages integrated ticketing and fares for the eastern region of Austria, including Vienna and its surrounding areas.
-
E.
Karlsruhe district
Karlsruhe district is a rural administrative district (Landkreis) in the state of Baden-Württemberg in southwestern Germany, surrounding but not including the city of Karlsruhe.
- 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_69d8e8d13e3c81909d91d1d5ec37c095 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e60d8bb28c81909b3a3bbb96b69b4f |
completed | April 20, 2026, 11:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a071bdc5a2881908b7e71c397be2c2f |
completed | May 15, 2026, 1:13 p.m. |
| NEDg | Description generation | batch_6a071ca19f308190ac9072c5a8d3b665 |
completed | May 15, 2026, 1:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a071de35b9081908d1b6e797cbe69ce |
completed | May 15, 2026, 1:21 p.m. |
Created at: April 10, 2026, 1:33 p.m.