Triple
T12533924
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lieber |
E299637
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
Liebermann
Liebermann is a German surname most notably associated with figures such as Max Liebermann, a prominent Impressionist painter and leading member of the Berlin Secession.
|
E988544
|
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: Liebermann | Statement: [Lieber, hasVariant, Liebermann]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liebermann Context triple: [Lieber, hasVariant, Liebermann]
-
A.
Kahane
Kahane is a surname and variant of "Kagan" commonly associated with Jewish families and notable figures in religious, political, and cultural spheres.
-
B.
Herzl Rosenblum
Herzl Rosenblum was an Israeli journalist, editor of the newspaper Yedioth Ahronoth, and a signatory of Israel’s Declaration of Independence.
-
C.
Leo Löwenthal
Leo Löwenthal was a German sociologist and literary critic associated with the Frankfurt School, known for his analyses of mass culture, literature, and the sociology of intellectuals.
-
D.
Zalman Ehrlich
Zalman Ehrlich is a person notable enough to be recognized as a significant bearer of the surname Ehrlich.
-
E.
Hirsch Apfelbaum
Hirsch Apfelbaum was the original name of Grigory Zinoviev, a prominent Bolshevik revolutionary and early Soviet political leader.
- 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: Liebermann Triple: [Lieber, hasVariant, Liebermann]
Generated description
Liebermann is a German surname most notably associated with figures such as Max Liebermann, a prominent Impressionist painter and leading member of the Berlin Secession.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liebermann Target entity description: Liebermann is a German surname most notably associated with figures such as Max Liebermann, a prominent Impressionist painter and leading member of the Berlin Secession.
-
A.
Kahane
Kahane is a surname and variant of "Kagan" commonly associated with Jewish families and notable figures in religious, political, and cultural spheres.
-
B.
Herzl Rosenblum
Herzl Rosenblum was an Israeli journalist, editor of the newspaper Yedioth Ahronoth, and a signatory of Israel’s Declaration of Independence.
-
C.
Leo Löwenthal
Leo Löwenthal was a German sociologist and literary critic associated with the Frankfurt School, known for his analyses of mass culture, literature, and the sociology of intellectuals.
-
D.
Zalman Ehrlich
Zalman Ehrlich is a person notable enough to be recognized as a significant bearer of the surname Ehrlich.
-
E.
Hirsch Apfelbaum
Hirsch Apfelbaum was the original name of Grigory Zinoviev, a prominent Bolshevik revolutionary and early Soviet political leader.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9546b8fd48190ae90e80785b2e2d1 |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bc9b9ec8190a25e2658d79836bc |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64da25bf88190889273bf41e2f154 |
completed | May 2, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f65213ed84819086fda178aaf9e774 |
completed | May 2, 2026, 7:35 p.m. |
Created at: April 8, 2026, 9:57 p.m.