Triple
T20260019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bölkow |
E498808
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Ludwig Bölkow
Ludwig Bölkow was a prominent German aerospace engineer and industrialist who played a key role in postwar European aviation and space technology development.
|
E1420110
|
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: Ludwig Bölkow | Statement: [Bölkow, foundedBy, Ludwig Bölkow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludwig Bölkow Context triple: [Bölkow, foundedBy, Ludwig Bölkow]
-
A.
Henrich Focke
Henrich Focke was a German aviation engineer and pioneer who co-founded the aircraft manufacturer Focke-Wulf and became a key figure in early helicopter development.
-
B.
Heinrich Wörner
Heinrich Wörner is a German architect best known for designing the main building of the Topography of Terror documentation center in Berlin.
-
C.
Erich Bachem
Erich Bachem was a German aeronautical engineer best known for designing innovative and experimental aircraft during World War II and later contributing to postwar aerospace and industrial design.
-
D.
Werner Dettwiler
Werner Dettwiler is a Swiss businessman best known as the founder of the Swiss medical technology company MDA.
-
E.
Alexander Lippisch
Alexander Lippisch was a German aeronautical engineer and pioneer of tailless and delta-wing aircraft designs, influential in the development of early rocket-powered fighters and postwar aviation 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: Ludwig Bölkow Triple: [Bölkow, foundedBy, Ludwig Bölkow]
Generated description
Ludwig Bölkow was a prominent German aerospace engineer and industrialist who played a key role in postwar European aviation and space technology development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ludwig Bölkow Target entity description: Ludwig Bölkow was a prominent German aerospace engineer and industrialist who played a key role in postwar European aviation and space technology development.
-
A.
Henrich Focke
Henrich Focke was a German aviation engineer and pioneer who co-founded the aircraft manufacturer Focke-Wulf and became a key figure in early helicopter development.
-
B.
Heinrich Wörner
Heinrich Wörner is a German architect best known for designing the main building of the Topography of Terror documentation center in Berlin.
-
C.
Erich Bachem
Erich Bachem was a German aeronautical engineer best known for designing innovative and experimental aircraft during World War II and later contributing to postwar aerospace and industrial design.
-
D.
Werner Dettwiler
Werner Dettwiler is a Swiss businessman best known as the founder of the Swiss medical technology company MDA.
-
E.
Alexander Lippisch
Alexander Lippisch was a German aeronautical engineer and pioneer of tailless and delta-wing aircraft designs, influential in the development of early rocket-powered fighters and postwar aviation 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_69da6275fa6c8190952924930adee150 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e674c90d00819082f68822635ee86a |
completed | April 20, 2026, 6:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08552e62a08190af0bf7605bc6b6b7 |
completed | May 16, 2026, 11:29 a.m. |
| NEDg | Description generation | batch_6a0855ea027481908eebd5cff8ac97fb |
completed | May 16, 2026, 11:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08568fa1748190b4e2c21fc3ec0b63 |
completed | May 16, 2026, 11:35 a.m. |
Created at: April 11, 2026, 11:41 p.m.