Triple
T9462382
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Blue Angel |
E228180
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object |
Robert Liebmann
Robert Liebmann was a German screenwriter best known for his work on influential Weimar-era films, including the classic Marlene Dietrich vehicle "The Blue Angel."
|
E847837
|
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: Robert Liebmann | Statement: [The Blue Angel, screenwriter, Robert Liebmann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Liebmann Context triple: [The Blue Angel, screenwriter, Robert Liebmann]
-
A.
Benno Levin
Benno Levin is a mysterious, mentally unstable stalker and would-be assassin who obsessively pursues billionaire asset manager Eric Packer in Don DeLillo’s novel "Cosmopolis."
-
B.
Carl Schuhmann
Carl Schuhmann was a German athlete renowned for winning multiple gold medals in gymnastics and wrestling at the inaugural modern Olympic Games in 1896.
-
C.
Max Rosenthal
Max Rosenthal is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Rosenthal.
-
D.
Walter Blum
Walter Blum is a German mathematician known for his contributions to algebra and mathematical education.
-
E.
Irving Brecher
Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
- 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: Robert Liebmann Triple: [The Blue Angel, screenwriter, Robert Liebmann]
Generated description
Robert Liebmann was a German screenwriter best known for his work on influential Weimar-era films, including the classic Marlene Dietrich vehicle "The Blue Angel."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Liebmann Target entity description: Robert Liebmann was a German screenwriter best known for his work on influential Weimar-era films, including the classic Marlene Dietrich vehicle "The Blue Angel."
-
A.
Benno Levin
Benno Levin is a mysterious, mentally unstable stalker and would-be assassin who obsessively pursues billionaire asset manager Eric Packer in Don DeLillo’s novel "Cosmopolis."
-
B.
Carl Schuhmann
Carl Schuhmann was a German athlete renowned for winning multiple gold medals in gymnastics and wrestling at the inaugural modern Olympic Games in 1896.
-
C.
Max Rosenthal
Max Rosenthal is a notable individual recognized for achievements significant enough to be distinctly associated with the surname Rosenthal.
-
D.
Walter Blum
Walter Blum is a German mathematician known for his contributions to algebra and mathematical education.
-
E.
Irving Brecher
Irving Brecher was an American screenwriter best known for his work on Marx Brothers comedies and classic Hollywood films of the 1930s and 1940s.
- 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_69ca846fee388190a6ec273fd644b88b |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7fcd9794819093c392489d4efbe9 |
completed | April 1, 2026, 8:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d32a3c9c6881908757c63a0ccdc54e |
completed | April 6, 2026, 3:36 a.m. |
| NEDg | Description generation | batch_69d32b4030d0819092f13e894dbaa2e7 |
completed | April 6, 2026, 3:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d32b97b5a081908c6e1a6485e37816 |
completed | April 6, 2026, 3:42 a.m. |
Created at: March 30, 2026, 7:53 p.m.