Triple
T22870228
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heidelberg tram network |
E567171
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object |
Handschuhsheim district
Handschuhsheim district is a historic residential quarter in the north of Heidelberg, Germany, known for its village-like character, old town center, and vineyards.
|
E1567938
|
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: Handschuhsheim district | Statement: [Heidelberg tram network, serves, Handschuhsheim district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Handschuhsheim district Context triple: [Heidelberg tram network, serves, Handschuhsheim district]
-
A.
Kirchheim district
The Kirchheim district is a residential area of Heidelberg, Germany, integrated into the city’s public transport system and connected to the center by the Heidelberg tram network.
-
B.
Bergheim district
Bergheim district is an urban area of Heidelberg, Germany, known for its mix of residential neighborhoods, commercial spaces, and university facilities including the Bergheim campus.
-
C.
Miesbach district
Miesbach district is a rural administrative district in Upper Bavaria, Germany, known for its Alpine landscapes, lakes, and popular tourist destinations.
-
D.
Schwäbisch Hall district
Schwäbisch Hall district is a rural administrative district (Landkreis) in the state of Baden-Württemberg in southern Germany, known for its historic towns and scenic landscapes.
-
E.
Birkenfeld district
Birkenfeld district is an administrative district in the state of Rhineland-Palatinate in western Germany, known for its rural landscapes and small towns.
- 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: Handschuhsheim district Triple: [Heidelberg tram network, serves, Handschuhsheim district]
Generated description
Handschuhsheim district is a historic residential quarter in the north of Heidelberg, Germany, known for its village-like character, old town center, and vineyards.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Handschuhsheim district Target entity description: Handschuhsheim district is a historic residential quarter in the north of Heidelberg, Germany, known for its village-like character, old town center, and vineyards.
-
A.
Kirchheim district
The Kirchheim district is a residential area of Heidelberg, Germany, integrated into the city’s public transport system and connected to the center by the Heidelberg tram network.
-
B.
Bergheim district
Bergheim district is an urban area of Heidelberg, Germany, known for its mix of residential neighborhoods, commercial spaces, and university facilities including the Bergheim campus.
-
C.
Miesbach district
Miesbach district is a rural administrative district in Upper Bavaria, Germany, known for its Alpine landscapes, lakes, and popular tourist destinations.
-
D.
Schwäbisch Hall district
Schwäbisch Hall district is a rural administrative district (Landkreis) in the state of Baden-Württemberg in southern Germany, known for its historic towns and scenic landscapes.
-
E.
Birkenfeld district
Birkenfeld district is an administrative district in the state of Rhineland-Palatinate in western Germany, known for its rural landscapes and small towns.
- 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_69e24589d8348190b96422d13a678bc1 |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17f04b06481909004818ec8fc5a26 |
completed | April 29, 2026, 3:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c0ac1e0a481908bf33d5e19d122e9 |
completed | May 19, 2026, 7:01 a.m. |
| NEDg | Description generation | batch_6a0c0ccf549c819098be363e4d813c57 |
completed | May 19, 2026, 7:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c0d7472848190b3363f371add3f36 |
completed | May 19, 2026, 7:12 a.m. |
Created at: April 17, 2026, 3:38 p.m.