Triple

T4440766
Position Surface form Disambiguated ID Type / Status
Subject Thal, Styria, Austria E95764 entity
Predicate district P2709 FINISHED
Object Graz-Umgebung District
Graz-Umgebung District is an administrative district in the Austrian state of Styria that surrounds, but does not include, the city of Graz and comprises numerous suburban and rural municipalities.
 E439197 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: Graz-Umgebung District | Statement: [Thal, Styria, Austria, district, Graz-Umgebung District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graz-Umgebung District
Context triple: [Thal, Styria, Austria, district, Graz-Umgebung District]
  • A. Hof district
    Hof district is a rural administrative district in the Bavarian region of Upper Franconia in Germany, known for its small towns, agricultural areas, and proximity to the Czech border.
  • B. Salzburg-Umgebung District
    Salzburg-Umgebung District is an administrative district in the Austrian state of Salzburg that surrounds the city of Salzburg and comprises several suburban and rural municipalities.
  • C. Mühlviertel
    Mühlviertel is a rural, hilly region in northern Upper Austria known for its forests, granite landscapes, and traditional villages.
  • D. Innviertel
    Innviertel is a historical and cultural region in western Upper Austria known for its rural landscapes, Baroque architecture, and strong Bavarian influences.
  • E. Altötting district
    Altötting district is an administrative district in southeastern Bavaria, Germany, known for its historic towns and religious pilgrimage sites.
  • 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: Graz-Umgebung District
Triple: [Thal, Styria, Austria, district, Graz-Umgebung District]
Generated description
Graz-Umgebung District is an administrative district in the Austrian state of Styria that surrounds, but does not include, the city of Graz and comprises numerous suburban and rural municipalities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Graz-Umgebung District
Target entity description: Graz-Umgebung District is an administrative district in the Austrian state of Styria that surrounds, but does not include, the city of Graz and comprises numerous suburban and rural municipalities.
  • A. Hof district
    Hof district is a rural administrative district in the Bavarian region of Upper Franconia in Germany, known for its small towns, agricultural areas, and proximity to the Czech border.
  • B. Salzburg-Umgebung District
    Salzburg-Umgebung District is an administrative district in the Austrian state of Salzburg that surrounds the city of Salzburg and comprises several suburban and rural municipalities.
  • C. Mühlviertel
    Mühlviertel is a rural, hilly region in northern Upper Austria known for its forests, granite landscapes, and traditional villages.
  • D. Innviertel
    Innviertel is a historical and cultural region in western Upper Austria known for its rural landscapes, Baroque architecture, and strong Bavarian influences.
  • E. Altötting district
    Altötting district is an administrative district in southeastern Bavaria, Germany, known for its historic towns and religious pilgrimage sites.
  • 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_69b3453ea2b48190a26f154b3b8fece5 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355ac05e081908411089c05fc36bd completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b61380fca08190bf036a7d82cee0e7 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b6143adefc81908f6c639906e0fd1a completed March 15, 2026, 2:06 a.m.
NED2 Entity disambiguation (via description) batch_69b614b00dbc8190a7ea0477bedbc96a completed March 15, 2026, 2:08 a.m.
Created at: March 12, 2026, 11:32 p.m.