Triple
T650369
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | International Brigades |
E11332
|
entity |
| Predicate | notableCommander |
P1197
|
FINISHED |
| Object |
Manfred Stern
Manfred Stern was a Soviet military officer and intelligence agent best known for commanding International Brigade forces during the Spanish Civil War.
|
E213737
|
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: Manfred Stern | Statement: [International Brigades, notableCommander, Manfred Stern]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Manfred Stern Context triple: [International Brigades, notableCommander, Manfred Stern]
-
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.
Gerhard Schöpfel
Gerhard Schöpfel was a German Luftwaffe fighter ace of World War II who became a high-scoring pilot and commander on the Western Front.
-
C.
Günther Sabetzki
Günther Sabetzki was a prominent German ice hockey executive and long-serving president of the International Ice Hockey Federation who played a key role in modernizing and internationalizing the sport.
-
D.
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.
-
E.
Arthur Nebe
Arthur Nebe was a high-ranking Nazi SS officer and head of the Criminal Police (Kripo) who later commanded Einsatzgruppe B, participating in mass murders on the Eastern Front before becoming involved in the 20 July plot against Hitler and being executed.
- 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: Manfred Stern Triple: [International Brigades, notableCommander, Manfred Stern]
Generated description
Manfred Stern was a Soviet military officer and intelligence agent best known for commanding International Brigade forces during the Spanish Civil War.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Manfred Stern Target entity description: Manfred Stern was a Soviet military officer and intelligence agent best known for commanding International Brigade forces during the Spanish Civil War.
-
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.
Gerhard Schöpfel
Gerhard Schöpfel was a German Luftwaffe fighter ace of World War II who became a high-scoring pilot and commander on the Western Front.
-
C.
Günther Sabetzki
Günther Sabetzki was a prominent German ice hockey executive and long-serving president of the International Ice Hockey Federation who played a key role in modernizing and internationalizing the sport.
-
D.
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.
-
E.
Arthur Nebe
Arthur Nebe was a high-ranking Nazi SS officer and head of the Criminal Police (Kripo) who later commanded Einsatzgruppe B, participating in mass murders on the Eastern Front before becoming involved in the 20 July plot against Hitler and being executed.
- 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_69a493266a2881909daf4c40f719dee8 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49f33b6d881908b6662b73d6fe833 |
completed | March 1, 2026, 8:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeaad456481908cf9fb412bdf90f0 |
completed | March 8, 2026, 9:31 p.m. |
| NEDg | Description generation | batch_69adee77b884819083b4c016f357cf62 |
completed | March 8, 2026, 9:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adeee7a52881909b6994e1c9558fda |
completed | March 8, 2026, 9:49 p.m. |
Created at: March 1, 2026, 7:36 p.m.