Triple

T2544310
Position Surface form Disambiguated ID Type / Status
Subject Scholz E57860 entity
Predicate hasNotableBearer P458 FINISHED
Object Christian Scholz
Christian Scholz is a German computer scientist and open-source developer known for his contributions to web technologies and social software.
E276394 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: Christian Scholz | Statement: [Scholz, hasNotableBearer, Christian Scholz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Christian Scholz
Context triple: [Scholz, hasNotableBearer, Christian Scholz]
  • A. Peter Kohl
    Peter Kohl is a German businessman and author best known as the son of former German Chancellor Helmut Kohl.
  • B. Andreas Schulze
    Andreas Schulze is a contemporary German painter known for his large-scale, stylized depictions of everyday objects and interiors, often rendered with a playful yet subtly critical approach.
  • C. Florian Ballhaus
    Florian Ballhaus is a German cinematographer known for his work on major Hollywood films and television series.
  • D. Thomas Kretschmann
    Thomas Kretschmann is a German actor known for his frequent roles in war and historical films, including notable performances in "The Pianist," "Downfall," and "King Kong."
  • E. Gerhard Wagner
    Gerhard Wagner is a scientist known as a prominent student and collaborator of Nobel Prize–winning chemist Kurt Wüthrich, contributing to the field of biomolecular NMR spectroscopy.
  • 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: Christian Scholz
Triple: [Scholz, hasNotableBearer, Christian Scholz]
Generated description
Christian Scholz is a German computer scientist and open-source developer known for his contributions to web technologies and social software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Christian Scholz
Target entity description: Christian Scholz is a German computer scientist and open-source developer known for his contributions to web technologies and social software.
  • A. Peter Kohl
    Peter Kohl is a German businessman and author best known as the son of former German Chancellor Helmut Kohl.
  • B. Andreas Schulze
    Andreas Schulze is a contemporary German painter known for his large-scale, stylized depictions of everyday objects and interiors, often rendered with a playful yet subtly critical approach.
  • C. Florian Ballhaus
    Florian Ballhaus is a German cinematographer known for his work on major Hollywood films and television series.
  • D. Thomas Kretschmann
    Thomas Kretschmann is a German actor known for his frequent roles in war and historical films, including notable performances in "The Pianist," "Downfall," and "King Kong."
  • E. Gerhard Wagner
    Gerhard Wagner is a scientist known as a prominent student and collaborator of Nobel Prize–winning chemist Kurt Wüthrich, contributing to the field of biomolecular NMR spectroscopy.
  • 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_69ab4a5212d88190b989ce129f2ad87f completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2c10ce88190b242ab3d41878fda completed March 7, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69af5d073d2c81908c769a99b0942089 completed March 9, 2026, 11:51 p.m.
NEDg Description generation batch_69af5d7576fc8190b83007e403d21df6 completed March 9, 2026, 11:53 p.m.
NED2 Entity disambiguation (via description) batch_69af5debc9288190b160305107137435 completed March 9, 2026, 11:55 p.m.
Created at: March 6, 2026, 9:47 p.m.