Triple

T22733957
Position Surface form Disambiguated ID Type / Status
Subject Semper E562213 entity
Predicate hasNotableBearer P458 FINISHED
Object Hans Semper
Hans Semper was an Austrian art historian known for his contributions to the study and documentation of Central European art and architecture.
E1557345 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: Hans Semper | Statement: [Semper, hasNotableBearer, Hans Semper]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hans Semper
Context triple: [Semper, hasNotableBearer, Hans Semper]
  • A. Gottfried Semper
    Gottfried Semper was a 19th-century German architect and theorist known for his influential writings on architectural style and his design of major public buildings such as the Semperoper in Dresden.
  • B. Balthasar Neumann
    Balthasar Neumann was an 18th-century German Baroque architect and military engineer renowned for designing some of the most celebrated churches and palaces in southern Germany.
  • C. Johann Bernhard Fischer von Erlach
    Johann Bernhard Fischer von Erlach was a prominent Austrian architect and sculptor renowned for shaping the imperial Baroque style in Vienna through landmark buildings such as Karlskirche and parts of the Hofburg Palace.
  • D. Edgar Semper
    Edgar Semper is a songwriter best known for co-writing the hip-hop track "All the Way Up."
  • E. Schinkel
    Schinkel is a canalized river in Amsterdam, Netherlands, that connects the Nieuwe Meer lake with the city’s broader waterway network.
  • 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: Hans Semper
Triple: [Semper, hasNotableBearer, Hans Semper]
Generated description
Hans Semper was an Austrian art historian known for his contributions to the study and documentation of Central European art and architecture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hans Semper
Target entity description: Hans Semper was an Austrian art historian known for his contributions to the study and documentation of Central European art and architecture.
  • A. Gottfried Semper
    Gottfried Semper was a 19th-century German architect and theorist known for his influential writings on architectural style and his design of major public buildings such as the Semperoper in Dresden.
  • B. Balthasar Neumann
    Balthasar Neumann was an 18th-century German Baroque architect and military engineer renowned for designing some of the most celebrated churches and palaces in southern Germany.
  • C. Johann Bernhard Fischer von Erlach
    Johann Bernhard Fischer von Erlach was a prominent Austrian architect and sculptor renowned for shaping the imperial Baroque style in Vienna through landmark buildings such as Karlskirche and parts of the Hofburg Palace.
  • D. Edgar Semper
    Edgar Semper is a songwriter best known for co-writing the hip-hop track "All the Way Up."
  • E. Schinkel
    Schinkel is a canalized river in Amsterdam, Netherlands, that connects the Nieuwe Meer lake with the city’s broader waterway network.
  • 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_69e24550859c81908727d91efc3a81b4 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1796e4970819090fb9c9926673938 completed April 29, 2026, 3:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ba799ca948190820308dc1ce11ce3 completed May 18, 2026, 11:58 p.m.
NEDg Description generation batch_6a0ba89950508190a5a94965bce4a899 completed May 19, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0baa2c5e848190b3f2f99dd4efbfa5 completed May 19, 2026, 12:09 a.m.
Created at: April 17, 2026, 3:22 p.m.