Triple
T3250453
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Weiss |
E68163
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Gerhard Weiss
Gerhard Weiss is a German computer scientist known for his contributions to multi-agent systems and artificial intelligence research.
|
E690927
|
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: Gerhard Weiss | Statement: [Weiss, hasNotableBearer, Gerhard Weiss]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gerhard Weiss Context triple: [Weiss, hasNotableBearer, Gerhard Weiss]
-
A.
Bernhard Weiss
Bernhard Weiss was a prominent Jewish German police official and lawyer in Weimar Berlin, known for his staunch opposition to rising Nazism and defense of the republic.
-
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.
Wolfgang Schmieder
Wolfgang Schmieder was a German musicologist best known for creating the Bach-Werke-Verzeichnis, the standard thematic catalog of Johann Sebastian Bach’s works.
-
E.
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.
- 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: Gerhard Weiss Triple: [Weiss, hasNotableBearer, Gerhard Weiss]
Generated description
Gerhard Weiss is a German computer scientist known for his contributions to multi-agent systems and artificial intelligence research.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gerhard Weiss Target entity description: Gerhard Weiss is a German computer scientist known for his contributions to multi-agent systems and artificial intelligence research.
-
A.
Bernhard Weiss
Bernhard Weiss was a prominent Jewish German police official and lawyer in Weimar Berlin, known for his staunch opposition to rising Nazism and defense of the republic.
-
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.
Wolfgang Schmieder
Wolfgang Schmieder was a German musicologist best known for creating the Bach-Werke-Verzeichnis, the standard thematic catalog of Johann Sebastian Bach’s works.
-
E.
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.
- 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_69ad858e4c708190aa31d486cfee8a6a |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaf40f7908190a450c3136fccb020 |
completed | March 8, 2026, 5:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c95fea69f081908995d192c4e1977f |
completed | March 29, 2026, 5:22 p.m. |
| NEDg | Description generation | batch_69c961168d8c81908558193941fc4317 |
completed | March 29, 2026, 5:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c9614a39688190bf248c3ed611a560 |
completed | March 29, 2026, 5:28 p.m. |
Created at: March 8, 2026, 3:09 p.m.