Triple

T13453649
Position Surface form Disambiguated ID Type / Status
Subject Johann Bugenhagen E311173 entity
Predicate familyName P18 FINISHED
Object Bugenhagen
Bugenhagen is a notable German surname most famously associated with Johann Bugenhagen, a key Lutheran Reformation theologian and pastor to Martin Luther.
 E887319 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: Bugenhagen | Statement: [Johann Bugenhagen, familyName, Bugenhagen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bugenhagen
Context triple: [Johann Bugenhagen, familyName, Bugenhagen]
  • A. Bugenhagen
    Bugenhagen is a scholarly archaeologist and occult expert in "The Omen" film series who helps uncover the true nature of Damien Thorn and how to stop him.
  • B. Spangenberg
    Spangenberg is a small town in Germany, historically situated within the region of Westphalia.
  • C. Biesenthal
    Biesenthal is a small town in the Barnim district of Brandenburg, Germany, known for its surrounding lakes, forests, and location within the Barnim Nature Park.
  • D. Matzelsberger
    Matzelsberger is a German-language surname most notably associated with Franziska Matzelsberger, the second wife of Emperor Franz Joseph I of Austria.
  • E. Eigenberg
    Eigenberg is a surname most notably associated with American actor David Eigenberg, known for his role as Steve Brady on the television series "Sex and the City."
  • 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: Bugenhagen
Triple: [Johann Bugenhagen, familyName, Bugenhagen]
Generated description
Bugenhagen is a notable German surname most famously associated with Johann Bugenhagen, a key Lutheran Reformation theologian and pastor to Martin Luther.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bugenhagen
Target entity description: Bugenhagen is a notable German surname most famously associated with Johann Bugenhagen, a key Lutheran Reformation theologian and pastor to Martin Luther.
  • A. Bugenhagen chosen
    Bugenhagen is a scholarly archaeologist and occult expert in "The Omen" film series who helps uncover the true nature of Damien Thorn and how to stop him.
  • B. Spangenberg
    Spangenberg is a small town in Germany, historically situated within the region of Westphalia.
  • C. Biesenthal
    Biesenthal is a small town in the Barnim district of Brandenburg, Germany, known for its surrounding lakes, forests, and location within the Barnim Nature Park.
  • D. Matzelsberger
    Matzelsberger is a German-language surname most notably associated with Franziska Matzelsberger, the second wife of Emperor Franz Joseph I of Austria.
  • E. Eigenberg
    Eigenberg is a surname most notably associated with American actor David Eigenberg, known for his role as Steve Brady on the television series "Sex and the City."
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaefae85481909e6a59797cbb25e7 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7399c539c819080802b620da6fcfc completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73dd98e88819098394122bac6bbc4 completed May 3, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_69f73e4f2da88190924ea9a19418750f completed May 3, 2026, 12:23 p.m.
Created at: April 9, 2026, 9:41 p.m.