Triple

T16769249
Position Surface form Disambiguated ID Type / Status
Subject Schäffer E407548 entity
Predicate hasVariant P455 FINISHED
Object Scheffer
Scheffer is a surname of German origin, often appearing as a variant spelling of "Schäffer" or "Schaffer."
 E407548 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: Scheffer | Statement: [Schäffer, hasVariant, Scheffer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Scheffer
Context triple: [Schäffer, hasVariant, Scheffer]
  • A. Schafer
    Schafer is a surname of German origin borne by various notable individuals across fields such as entertainment, sports, and academia.
  • B. Schaeffer
    Schaeffer is a surname most prominently associated with Francis Schaeffer, a 20th-century American evangelical theologian, philosopher, and Presbyterian pastor known for his influential writings on Christianity and culture.
  • C. Schaffer
    Schaffer is a surname most notably associated with Akiva Schaffer, an American comedian, writer, and director known for his work with The Lonely Island and on Saturday Night Live.
  • D. Schieffer
    Schieffer is the surname of Bob Schieffer, a prominent American television journalist and longtime CBS News anchor and moderator.
  • E. Schäffer
    Schäffer is a German surname associated with various notable figures in politics, academia, and the arts.
  • 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: Scheffer
Triple: [Schäffer, hasVariant, Scheffer]
Generated description
Scheffer is a surname of German origin, often appearing as a variant spelling of "Schäffer" or "Schaffer."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scheffer
Target entity description: Scheffer is a surname of German origin, often appearing as a variant spelling of "Schäffer" or "Schaffer."
  • A. Schafer
    Schafer is a surname of German origin borne by various notable individuals across fields such as entertainment, sports, and academia.
  • B. Schaeffer
    Schaeffer is a surname most prominently associated with Francis Schaeffer, a 20th-century American evangelical theologian, philosopher, and Presbyterian pastor known for his influential writings on Christianity and culture.
  • C. Schaffer
    Schaffer is a surname most notably associated with Akiva Schaffer, an American comedian, writer, and director known for his work with The Lonely Island and on Saturday Night Live.
  • D. Schieffer
    Schieffer is the surname of Bob Schieffer, a prominent American television journalist and longtime CBS News anchor and moderator.
  • E. Schäffer chosen
    Schäffer is a German surname associated with various notable figures in politics, academia, and the arts.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b0356a9c8190b316cd00223e7537 completed April 18, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00aafa19888190bb7f96591f363867 completed May 10, 2026, 3:57 p.m.
NEDg Description generation batch_6a00af1c07548190935fe6a6cc68a97d completed May 10, 2026, 4:15 p.m.
NED2 Entity disambiguation (via description) batch_6a00af9868bc8190999ce536b3b961d9 completed May 10, 2026, 4:17 p.m.
Created at: April 10, 2026, 5:21 a.m.