Triple

T20186361
Position Surface form Disambiguated ID Type / Status
Subject Trevor Spengler E492870 entity
Predicate familyName P18 FINISHED
Object Spengler
Spengler is a German-origin surname most famously associated with cultural philosopher Oswald Spengler and the fictional Ghostbusters scientist Egon Spengler.
 E1415926 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: Spengler | Statement: [Trevor Spengler, familyName, Spengler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spengler
Context triple: [Trevor Spengler, familyName, Spengler]
  • A. Muffendorf
    Muffendorf is a historic, village-like residential quarter in the Bonn district of Bad Godesberg, known for its traditional half-timbered houses and picturesque setting.
  • B. Meyer-Lübke
    Meyer-Lübke is the surname of Wilhelm Meyer-Lübke, a prominent Swiss linguist known for his influential work in Romance philology.
  • C. Paepcke
    Paepcke is a surname most notably associated with Walter Paepcke, the American industrialist and cultural philanthropist who founded the Aspen Institute.
  • D. Gentz
    Gentz is the surname of Friedrich von Gentz, a prominent Prussian diplomat, political writer, and conservative publicist of the late 18th and early 19th centuries.
  • E. Schlegelberger
    Schlegelberger is a German surname most notably associated with Franz Schlegelberger, a high-ranking Nazi-era jurist and acting Reich Minister of Justice.
  • 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: Spengler
Triple: [Trevor Spengler, familyName, Spengler]
Generated description
Spengler is a German-origin surname most famously associated with cultural philosopher Oswald Spengler and the fictional Ghostbusters scientist Egon Spengler.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spengler
Target entity description: Spengler is a German-origin surname most famously associated with cultural philosopher Oswald Spengler and the fictional Ghostbusters scientist Egon Spengler.
  • A. Muffendorf
    Muffendorf is a historic, village-like residential quarter in the Bonn district of Bad Godesberg, known for its traditional half-timbered houses and picturesque setting.
  • B. Meyer-Lübke
    Meyer-Lübke is the surname of Wilhelm Meyer-Lübke, a prominent Swiss linguist known for his influential work in Romance philology.
  • C. Paepcke
    Paepcke is a surname most notably associated with Walter Paepcke, the American industrialist and cultural philanthropist who founded the Aspen Institute.
  • D. Gentz
    Gentz is the surname of Friedrich von Gentz, a prominent Prussian diplomat, political writer, and conservative publicist of the late 18th and early 19th centuries.
  • E. Schlegelberger
    Schlegelberger is a German surname most notably associated with Franz Schlegelberger, a high-ranking Nazi-era jurist and acting Reich Minister of Justice.
  • 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_69da6268a034819081cbd9ea5a1c9475 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66ad143c48190b9d52c331e8101d6 completed April 20, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a083c81d6f48190b851d90089367f0f completed May 16, 2026, 9:44 a.m.
NEDg Description generation batch_6a083d3196148190847a625ad09762a2 completed May 16, 2026, 9:47 a.m.
NED2 Entity disambiguation (via description) batch_6a083e04aab88190a1e0219427d8d0e1 completed May 16, 2026, 9:51 a.m.
Created at: April 11, 2026, 11:36 p.m.