Triple

T1667785
Position Surface form Disambiguated ID Type / Status
Subject Frankfurt School E36051 entity
Predicate hasMember P10 FINISHED
Object Alfred Schmidt
Alfred Schmidt was a German philosopher and sociologist associated with the Frankfurt School, known for his critical theory work on Marxism, nature, and ideology.
E458098 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: Alfred Schmidt | Statement: [Frankfurt School, hasMember, Alfred Schmidt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alfred Schmidt
Context triple: [Frankfurt School, hasMember, Alfred Schmidt]
  • A. Gerhard Doerfer
    Gerhard Doerfer was a German linguist renowned for his critical work on Turkic and other Central Asian languages and for his influential rejection of the proposed Altaic language family.
  • B. Ernst Woermann
    Ernst Woermann was a German diplomat and high-ranking Foreign Office official in Nazi Germany who was later prosecuted for his role in the regime’s policies at the postwar Wilhelmstrasse Trial.
  • C. Otto Georg Thierack
    Otto Georg Thierack was a prominent Nazi jurist who served as Germany’s Reich Minister of Justice and played a key role in implementing the regime’s oppressive and genocidal legal policies.
  • D. Ludwig Borchardt
    Ludwig Borchardt was a German Egyptologist and archaeologist best known for his early 20th-century excavations in Egypt and the discovery of the bust of Nefertiti.
  • E. Eberhard Schöngarth
    Eberhard Schöngarth was a high-ranking Nazi SS and police leader involved in war crimes and the Holocaust, including participation in the Wannsee Conference.
  • 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: Alfred Schmidt
Triple: [Frankfurt School, hasMember, Alfred Schmidt]
Generated description
Alfred Schmidt was a German philosopher and sociologist associated with the Frankfurt School, known for his critical theory work on Marxism, nature, and ideology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alfred Schmidt
Target entity description: Alfred Schmidt was a German philosopher and sociologist associated with the Frankfurt School, known for his critical theory work on Marxism, nature, and ideology.
  • A. Gerhard Doerfer
    Gerhard Doerfer was a German linguist renowned for his critical work on Turkic and other Central Asian languages and for his influential rejection of the proposed Altaic language family.
  • B. Ernst Woermann
    Ernst Woermann was a German diplomat and high-ranking Foreign Office official in Nazi Germany who was later prosecuted for his role in the regime’s policies at the postwar Wilhelmstrasse Trial.
  • C. Otto Georg Thierack
    Otto Georg Thierack was a prominent Nazi jurist who served as Germany’s Reich Minister of Justice and played a key role in implementing the regime’s oppressive and genocidal legal policies.
  • D. Ludwig Borchardt
    Ludwig Borchardt was a German Egyptologist and archaeologist best known for his early 20th-century excavations in Egypt and the discovery of the bust of Nefertiti.
  • E. Eberhard Schöngarth
    Eberhard Schöngarth was a high-ranking Nazi SS and police leader involved in war crimes and the Holocaust, including participation in the Wannsee Conference.
  • 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_69a8861286808190939afff3ce8ee31e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62d1261481909a01c8fe4ff7500d completed March 6, 2026, 5:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69bdf9e0af508190adbd16c718d996e2 completed March 21, 2026, 1:52 a.m.
NEDg Description generation batch_69bdfb36a18481908bb566db970b101a completed March 21, 2026, 1:58 a.m.
NED2 Entity disambiguation (via description) batch_69bdfbc9bea48190a8a0bf13c6fa7191 completed March 21, 2026, 2 a.m.
Created at: March 4, 2026, 7:29 p.m.