Triple

T11313183
Position Surface form Disambiguated ID Type / Status
Subject Amberg E267893 entity
Predicate hasLandmark P105 FINISHED
Object Amberg city walls
The Amberg city walls are a well-preserved medieval fortification system encircling the historic center of Amberg in Bavaria, Germany.
 E917557 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: Amberg city walls | Statement: [Amberg, hasLandmark, Amberg city walls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Amberg city walls
Context triple: [Amberg, hasLandmark, Amberg city walls]
  • A. Freiberg city walls
    The Freiberg city walls are a historic medieval fortification system that once enclosed the Saxon mining town of Freiberg, parts of which are still preserved today.
  • B. Nuremberg City Walls
    The Nuremberg City Walls are a well-preserved medieval fortification system encircling Nuremberg’s historic old town, featuring towers, gates, and defensive structures.
  • C. Görlitz city walls
    The Görlitz city walls are a historic medieval fortification system encircling the old town of Görlitz, Germany, featuring preserved towers, gates, and defensive structures.
  • D. Forchheim city fortifications
    Forchheim city fortifications are the historic defensive walls and structures that once protected the Bavarian town of Forchheim and now serve as a prominent architectural and cultural heritage site.
  • E. Rastatt Fortress
    Rastatt Fortress was a major 19th-century German fortification complex that formed part of the Upper Rhine defensive system and played a key role in regional military history.
  • 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: Amberg city walls
Triple: [Amberg, hasLandmark, Amberg city walls]
Generated description
The Amberg city walls are a well-preserved medieval fortification system encircling the historic center of Amberg in Bavaria, Germany.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Amberg city walls
Target entity description: The Amberg city walls are a well-preserved medieval fortification system encircling the historic center of Amberg in Bavaria, Germany.
  • A. Freiberg city walls
    The Freiberg city walls are a historic medieval fortification system that once enclosed the Saxon mining town of Freiberg, parts of which are still preserved today.
  • B. Nuremberg City Walls
    The Nuremberg City Walls are a well-preserved medieval fortification system encircling Nuremberg’s historic old town, featuring towers, gates, and defensive structures.
  • C. Görlitz city walls
    The Görlitz city walls are a historic medieval fortification system encircling the old town of Görlitz, Germany, featuring preserved towers, gates, and defensive structures.
  • D. Forchheim city fortifications
    Forchheim city fortifications are the historic defensive walls and structures that once protected the Bavarian town of Forchheim and now serve as a prominent architectural and cultural heritage site.
  • E. Rastatt Fortress
    Rastatt Fortress was a major 19th-century German fortification complex that formed part of the Upper Rhine defensive system and played a key role in regional military history.
  • 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9c1b7dc81908d8cc768c47390d3 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a910a2c8190b8afd4c988e64141 completed April 19, 2026, 5:02 p.m.
NEDg Description generation batch_69e5167083fc8190b5cdbfca5b25b295 completed April 19, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69e51795f024819086bfe7deba485fdd completed April 19, 2026, 5:57 p.m.
Created at: April 8, 2026, 9:32 p.m.