Triple
T5418930
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franz Neumann |
E121199
|
entity |
| Predicate | doctoralAdvisor |
P167
|
FINISHED |
| Object |
Hugo Sinzheimer
Hugo Sinzheimer was a pioneering German legal scholar and politician, widely regarded as a founding figure of modern labor law and influential in shaping the Weimar Republic’s social and constitutional framework.
|
E525971
|
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: Hugo Sinzheimer | Statement: [Franz Neumann, doctoralAdvisor, Hugo Sinzheimer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hugo Sinzheimer Context triple: [Franz Neumann, doctoralAdvisor, Hugo Sinzheimer]
-
A.
Hugo Eberlein
Hugo Eberlein was a German communist politician and revolutionary who was a founding figure of the early German communist movement.
-
B.
Adolf Borchers
Adolf Borchers was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
-
C.
Emil Sieg
Emil Sieg was a German linguist and philologist known for his pioneering work on Tocharian and other Indo-European languages.
-
D.
Victor Schertzinger
Victor Schertzinger was an American film director, composer, and musician active in the early 20th century, known for his work on Hollywood musicals and comedies.
-
E.
Walter Scharf
Walter Scharf was an American composer, arranger, and conductor best known for his prolific work in film and television scores during the mid-20th century.
- 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: Hugo Sinzheimer Triple: [Franz Neumann, doctoralAdvisor, Hugo Sinzheimer]
Generated description
Hugo Sinzheimer was a pioneering German legal scholar and politician, widely regarded as a founding figure of modern labor law and influential in shaping the Weimar Republic’s social and constitutional framework.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hugo Sinzheimer Target entity description: Hugo Sinzheimer was a pioneering German legal scholar and politician, widely regarded as a founding figure of modern labor law and influential in shaping the Weimar Republic’s social and constitutional framework.
-
A.
Hugo Eberlein
Hugo Eberlein was a German communist politician and revolutionary who was a founding figure of the early German communist movement.
-
B.
Adolf Borchers
Adolf Borchers was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
-
C.
Emil Sieg
Emil Sieg was a German linguist and philologist known for his pioneering work on Tocharian and other Indo-European languages.
-
D.
Victor Schertzinger
Victor Schertzinger was an American film director, composer, and musician active in the early 20th century, known for his work on Hollywood musicals and comedies.
-
E.
Walter Scharf
Walter Scharf was an American composer, arranger, and conductor best known for his prolific work in film and television scores during the mid-20th century.
- 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_69bd463b58d88190b258261573de9e91 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd87e7ae388190b26d16d42e717023 |
completed | March 20, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfa92cad508190a92618d1fda3608e |
completed | March 22, 2026, 8:32 a.m. |
| NEDg | Description generation | batch_69bfa9f5b82481909ea3f50c807456ef |
completed | March 22, 2026, 8:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bfaa4d87c481909a2b4ad9868c242c |
completed | March 22, 2026, 8:37 a.m. |
Created at: March 20, 2026, 2:05 p.m.