Triple

T13323357
Position Surface form Disambiguated ID Type / Status
Subject Bad Ems E317369 entity
Predicate hasLandmark P105 FINISHED
Object Marmorsaal Bad Ems
Marmorsaal Bad Ems is an ornate historic marble hall in the spa town of Bad Ems, Germany, renowned for its elegant architecture and use as a cultural and event venue.
E1034350 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: Marmorsaal Bad Ems | Statement: [Bad Ems, hasLandmark, Marmorsaal Bad Ems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marmorsaal Bad Ems
Context triple: [Bad Ems, hasLandmark, Marmorsaal Bad Ems]
  • A. Kurhaus Bad Ems
    Kurhaus Bad Ems is a historic spa and casino complex in the German spa town of Bad Ems, renowned for its grand architecture and role as a former meeting place of European high society.
  • B. Kurpark Bad Ems
    Kurpark Bad Ems is a historic spa park in the German town of Bad Ems, known for its landscaped gardens, promenades, and proximity to traditional thermal spa facilities.
  • C. Raststätte Baden-Baden
    Raststätte Baden-Baden is a motorway service area in southwestern Germany that provides fuel, food, rest facilities, and other traveler services near the spa town of Baden-Baden.
  • D. Kurhaus Baden-Baden
    Kurhaus Baden-Baden is a historic neoclassical spa resort and casino complex in Baden-Baden, Germany, renowned for its elegant architecture and cultural events.
  • E. Schloss Benrath
    Schloss Benrath is an 18th-century Baroque pleasure palace and garden complex in Düsseldorf, Germany, renowned for its symmetrical architecture and expansive park.
  • 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: Marmorsaal Bad Ems
Triple: [Bad Ems, hasLandmark, Marmorsaal Bad Ems]
Generated description
Marmorsaal Bad Ems is an ornate historic marble hall in the spa town of Bad Ems, Germany, renowned for its elegant architecture and use as a cultural and event venue.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marmorsaal Bad Ems
Target entity description: Marmorsaal Bad Ems is an ornate historic marble hall in the spa town of Bad Ems, Germany, renowned for its elegant architecture and use as a cultural and event venue.
  • A. Kurhaus Bad Ems chosen
    Kurhaus Bad Ems is a historic spa and casino complex in the German spa town of Bad Ems, renowned for its grand architecture and role as a former meeting place of European high society.
  • B. Kurpark Bad Ems
    Kurpark Bad Ems is a historic spa park in the German town of Bad Ems, known for its landscaped gardens, promenades, and proximity to traditional thermal spa facilities.
  • C. Raststätte Baden-Baden
    Raststätte Baden-Baden is a motorway service area in southwestern Germany that provides fuel, food, rest facilities, and other traveler services near the spa town of Baden-Baden.
  • D. Kurhaus Baden-Baden
    Kurhaus Baden-Baden is a historic neoclassical spa resort and casino complex in Baden-Baden, Germany, renowned for its elegant architecture and cultural events.
  • E. Schloss Benrath
    Schloss Benrath is an 18th-century Baroque pleasure palace and garden complex in Düsseldorf, Germany, renowned for its symmetrical architecture and expansive park.
  • F. None of above.

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_69d806b4d62c81908d4ced1665414be5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9992c1fec8190bcb6a6bb3c973a24 completed April 11, 2026, 12:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7266cfb3c8190ac9ccb7696d02922 completed May 3, 2026, 10:41 a.m.
NEDg Description generation batch_69f72a7e33b8819093af4916c0f1f962 completed May 3, 2026, 10:59 a.m.
NED2 Entity disambiguation (via description) batch_69f72b1b32b08190a6bbd503d89651fb completed May 3, 2026, 11:01 a.m.
Created at: April 9, 2026, 9:30 p.m.