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.