Triple
T18234131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ruthless |
E436623
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Arthur Ziehm
Arthur Ziehm is a film producer known for his work on the movie "Ruthless."
|
E1329382
|
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: Arthur Ziehm | Statement: [Ruthless, producer, Arthur Ziehm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arthur Ziehm Context triple: [Ruthless, producer, Arthur Ziehm]
-
A.
Ernst Ziehm
Ernst Ziehm was a German conservative politician who served as a leading statesman in the Free City of Danzig during the interwar period.
-
B.
Wilhelm Stuckart
Wilhelm Stuckart was a senior Nazi lawyer and state secretary in the Reich Ministry of the Interior who helped draft the Nuremberg Laws and contributed to the legal framework of the Holocaust.
-
C.
Hermann Anschütz
Hermann Anschütz was a 19th-century German painter and influential art professor associated with the Munich art scene.
-
D.
Otto Wucherer
Otto Wucherer was a 19th-century Brazilian physician and parasitologist known for his pioneering work in tropical medicine, particularly in identifying the parasite responsible for lymphatic filariasis.
-
E.
Alfred Eichner
Alfred Eichner was an influential American Post-Keynesian economist known for his work on oligopoly, pricing, and the role of large corporations in modern capitalist economies.
- 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: Arthur Ziehm Triple: [Ruthless, producer, Arthur Ziehm]
Generated description
Arthur Ziehm is a film producer known for his work on the movie "Ruthless."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arthur Ziehm Target entity description: Arthur Ziehm is a film producer known for his work on the movie "Ruthless."
-
A.
Ernst Ziehm
Ernst Ziehm was a German conservative politician who served as a leading statesman in the Free City of Danzig during the interwar period.
-
B.
Wilhelm Stuckart
Wilhelm Stuckart was a senior Nazi lawyer and state secretary in the Reich Ministry of the Interior who helped draft the Nuremberg Laws and contributed to the legal framework of the Holocaust.
-
C.
Hermann Anschütz
Hermann Anschütz was a 19th-century German painter and influential art professor associated with the Munich art scene.
-
D.
Otto Wucherer
Otto Wucherer was a 19th-century Brazilian physician and parasitologist known for his pioneering work in tropical medicine, particularly in identifying the parasite responsible for lymphatic filariasis.
-
E.
Alfred Eichner
Alfred Eichner was an influential American Post-Keynesian economist known for his work on oligopoly, pricing, and the role of large corporations in modern capitalist economies.
- 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_69d8b9103a8081908bbb0836fef10efd |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4f4b512a88190aa493b0793ab28b3 |
completed | April 19, 2026, 3:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a049159cbe081908872d559d3fa57a7 |
completed | May 13, 2026, 2:57 p.m. |
| NEDg | Description generation | batch_6a049275f2c08190b9be34f87b05841a |
completed | May 13, 2026, 3:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0492fb82348190a3639ca54ac6f014 |
completed | May 13, 2026, 3:04 p.m. |
Created at: April 10, 2026, 10:33 a.m.