Triple

T22870227
Position Surface form Disambiguated ID Type / Status
Subject Heidelberg tram network E567171 entity
Predicate serves P98 FINISHED
Object 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.
 E1566381 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: Kirchheim district | Statement: [Heidelberg tram network, serves, Kirchheim district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kirchheim district
Context triple: [Heidelberg tram network, serves, Kirchheim district]
  • A. Biberach district
    Biberach district is a rural administrative district in the state of Baden-Württemberg in southern Germany, known for its historic towns and location in the Upper Swabia region.
  • B. Miesbach district
    Miesbach district is a rural administrative district in Upper Bavaria, Germany, known for its Alpine landscapes, lakes, and popular tourist destinations.
  • C. Freyung-Grafenau district
    Freyung-Grafenau district is a rural administrative district (Landkreis) in the Bavarian Forest region of southeastern Bavaria, Germany, bordering the Czech Republic and Austria.
  • 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. Enzkreis district
    Enzkreis district is a rural administrative district in the state of Baden-Württemberg in southwestern Germany, surrounding but not including the city of Pforzheim.
  • 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: Kirchheim district
Triple: [Heidelberg tram network, serves, Kirchheim district]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kirchheim district
Target entity description: 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.
  • A. Biberach district
    Biberach district is a rural administrative district in the state of Baden-Württemberg in southern Germany, known for its historic towns and location in the Upper Swabia region.
  • B. Miesbach district
    Miesbach district is a rural administrative district in Upper Bavaria, Germany, known for its Alpine landscapes, lakes, and popular tourist destinations.
  • C. Freyung-Grafenau district
    Freyung-Grafenau district is a rural administrative district (Landkreis) in the Bavarian Forest region of southeastern Bavaria, Germany, bordering the Czech Republic and Austria.
  • 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. Enzkreis district
    Enzkreis district is a rural administrative district in the state of Baden-Württemberg in southwestern Germany, surrounding but not including the city of Pforzheim.
  • 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_6a0bf292da8881908c1132f1a8238352 completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0bf94b2fb88190914f7af090a4c3b9 completed May 19, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0bf9bc16748190bd637d214d55e39d completed May 19, 2026, 5:48 a.m.
Created at: April 17, 2026, 3:38 p.m.