Triple
T10475485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ctrl |
E247035
|
entity |
| Predicate | hasProducer |
P30366
|
FINISHED |
| Object |
Josef Leimberg
Josef Leimberg is an American trumpeter, composer, and producer known for his jazz-influenced work in hip-hop and collaborations with artists like Kendrick Lamar.
|
E935106
|
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: Josef Leimberg | Statement: [Ctrl, hasProducer, Josef Leimberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Josef Leimberg Context triple: [Ctrl, hasProducer, Josef Leimberg]
-
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.
Julius Leber
Julius Leber was a German Social Democratic politician and prominent member of the resistance against the Nazi regime, executed in 1945 for his involvement in plots to overthrow Hitler.
-
C.
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."
-
D.
Leonard Bramer
Leonard Bramer was a Dutch Golden Age painter known for his atmospheric nocturnal scenes and history paintings influenced by Italian art.
-
E.
Hubert Loewenstein
Hubert Loewenstein is a notable individual who bears the Lowenstein surname, recognized as a distinguished representative of that family name.
- 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: Josef Leimberg Triple: [Ctrl, hasProducer, Josef Leimberg]
Generated description
Josef Leimberg is an American trumpeter, composer, and producer known for his jazz-influenced work in hip-hop and collaborations with artists like Kendrick Lamar.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Josef Leimberg Target entity description: Josef Leimberg is an American trumpeter, composer, and producer known for his jazz-influenced work in hip-hop and collaborations with artists like Kendrick Lamar.
-
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.
Julius Leber
Julius Leber was a German Social Democratic politician and prominent member of the resistance against the Nazi regime, executed in 1945 for his involvement in plots to overthrow Hitler.
-
C.
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."
-
D.
Leonard Bramer
Leonard Bramer was a Dutch Golden Age painter known for his atmospheric nocturnal scenes and history paintings influenced by Italian art.
-
E.
Hubert Loewenstein
Hubert Loewenstein is a notable individual who bears the Lowenstein surname, recognized as a distinguished representative of that family name.
- 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_69d381c16c248190a2fe5b471e584e9c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d5094f6b408190a5a26b1a82e4a02b |
completed | April 7, 2026, 1:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e712b2ff1081908ccf311e1133ab72 |
completed | April 21, 2026, 6:01 a.m. |
| NEDg | Description generation | batch_69e720f4015c81909ba7973c3e781985 |
completed | April 21, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e75a7a04c88190bb8f3dd3f3e435ef |
completed | April 21, 2026, 11:07 a.m. |
Created at: April 6, 2026, 12:21 p.m.