Triple
T4297164
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Proto-Austronesian |
E99741
|
entity |
| Predicate | studiedBy |
P1945
|
FINISHED |
| Object |
Otto Dempwolff
Otto Dempwolff was a German linguist and phonetician renowned for his pioneering comparative work on Austronesian languages and the reconstruction of Proto-Austronesian.
|
E848657
|
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: Otto Dempwolff | Statement: [Proto-Austronesian, studiedBy, Otto Dempwolff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Otto Dempwolff Context triple: [Proto-Austronesian, studiedBy, Otto Dempwolff]
-
A.
Otto Georg Thierack
Otto Georg Thierack was a prominent Nazi jurist who served as Germany’s Reich Minister of Justice and played a key role in implementing the regime’s oppressive and genocidal legal policies.
-
B.
Rudolf Schmundt
Rudolf Schmundt was a German general and Adolf Hitler’s Chief of the Army Personnel Office, best known for being severely wounded in the 20 July 1944 assassination attempt on Hitler and dying shortly thereafter.
-
C.
Otto Steinbrinck
Otto Steinbrinck was a German industrialist and SS officer who was prosecuted as a war criminal for his role in Nazi economic enterprises during the Flick Trial after World War II.
-
D.
Otto Josten
Otto Josten was the founder of Jostens, the American company best known for producing class rings, yearbooks, and other school-related memorabilia.
-
E.
Wilhelm Schäfer
Wilhelm Schäfer is a prominent computer scientist known for his influential contributions to software engineering research.
- 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: Otto Dempwolff Triple: [Proto-Austronesian, studiedBy, Otto Dempwolff]
Generated description
Otto Dempwolff was a German linguist and phonetician renowned for his pioneering comparative work on Austronesian languages and the reconstruction of Proto-Austronesian.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Otto Dempwolff Target entity description: Otto Dempwolff was a German linguist and phonetician renowned for his pioneering comparative work on Austronesian languages and the reconstruction of Proto-Austronesian.
-
A.
Otto Georg Thierack
Otto Georg Thierack was a prominent Nazi jurist who served as Germany’s Reich Minister of Justice and played a key role in implementing the regime’s oppressive and genocidal legal policies.
-
B.
Rudolf Schmundt
Rudolf Schmundt was a German general and Adolf Hitler’s Chief of the Army Personnel Office, best known for being severely wounded in the 20 July 1944 assassination attempt on Hitler and dying shortly thereafter.
-
C.
Otto Steinbrinck
Otto Steinbrinck was a German industrialist and SS officer who was prosecuted as a war criminal for his role in Nazi economic enterprises during the Flick Trial after World War II.
-
D.
Otto Josten
Otto Josten was the founder of Jostens, the American company best known for producing class rings, yearbooks, and other school-related memorabilia.
-
E.
Wilhelm Schäfer
Wilhelm Schäfer is a prominent computer scientist known for his influential contributions to software engineering research.
- 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_69b3455175088190aa79c6e03b86647e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3509aebd48190af38f2e37f07869a |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d380b6a39c8190ade06ba0249ffa79 |
completed | April 6, 2026, 9:45 a.m. |
| NEDg | Description generation | batch_69d381a622f481908e32b02c08df6e5b |
completed | April 6, 2026, 9:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d394f1e7f481908123af847a4ce9b1 |
completed | April 6, 2026, 11:11 a.m. |
Created at: March 12, 2026, 11:08 p.m.