Triple

T6559796
Position Surface form Disambiguated ID Type / Status
Subject Gerhard Doerfer E152550 entity
Predicate familyName P18 FINISHED
Object Doerfer
Doerfer is a German-language surname most notably associated with the linguist Gerhard Doerfer, known for his work on Turkic and Iranian languages.
 E602501 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: Doerfer | Statement: [Gerhard Doerfer, familyName, Doerfer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doerfer
Context triple: [Gerhard Doerfer, familyName, Doerfer]
  • A. Weinert
    Weinert is a German-language surname borne by various notable individuals in fields such as the arts, sciences, and public life.
  • B. Heurich
    Heurich is a German surname most notably associated with Christian Heurich, a prominent brewer and businessman in Washington, D.C.
  • C. Frohwerk
    Frohwerk was a defendant in the 1919 U.S. Supreme Court case Frohwerk v. United States, which addressed criminal liability for anti-war publications under the Espionage Act during World War I.
  • D. Goppenstein
    Goppenstein is a small Swiss village in the canton of Valais, best known as a key railway junction and car shuttle station on the Lötschberg route through the Alps.
  • E. Kritzinger
    Kritzinger is a German surname most notably associated with Friedrich Wilhelm Kritzinger, a high-ranking Nazi official involved in the administrative planning of the Holocaust.
  • 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: Doerfer
Triple: [Gerhard Doerfer, familyName, Doerfer]
Generated description
Doerfer is a German-language surname most notably associated with the linguist Gerhard Doerfer, known for his work on Turkic and Iranian languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doerfer
Target entity description: Doerfer is a German-language surname most notably associated with the linguist Gerhard Doerfer, known for his work on Turkic and Iranian languages.
  • A. Weinert
    Weinert is a German-language surname borne by various notable individuals in fields such as the arts, sciences, and public life.
  • B. Heurich
    Heurich is a German surname most notably associated with Christian Heurich, a prominent brewer and businessman in Washington, D.C.
  • C. Frohwerk
    Frohwerk was a defendant in the 1919 U.S. Supreme Court case Frohwerk v. United States, which addressed criminal liability for anti-war publications under the Espionage Act during World War I.
  • D. Goppenstein
    Goppenstein is a small Swiss village in the canton of Valais, best known as a key railway junction and car shuttle station on the Lötschberg route through the Alps.
  • E. Kritzinger
    Kritzinger is a German surname most notably associated with Friedrich Wilhelm Kritzinger, a high-ranking Nazi official involved in the administrative planning of the Holocaust.
  • 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_69c688058d6881908c19b309cc55dbfa completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ae22442081909bd6e2ba0091c56b completed March 27, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb8bae88819089cff70fa1101a39 completed March 27, 2026, 6:25 p.m.
NEDg Description generation batch_69c6cd417d288190868e9709deb4b28a completed March 27, 2026, 6:32 p.m.
NED2 Entity disambiguation (via description) batch_69c6ce6be1f88190bc8b90bf90c6dc55 completed March 27, 2026, 6:37 p.m.
Created at: March 27, 2026, 1:52 p.m.