Triple
T9913090
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ziegler |
E185795
|
entity |
| Predicate | notableBearer |
P458
|
FINISHED |
| Object |
Bernard Ziegler
Bernard Ziegler was a French aerospace engineer best known for pioneering the use of digital fly-by-wire control systems in commercial airliners at Airbus.
|
E854692
|
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: Bernard Ziegler | Statement: [Ziegler, notableBearer, Bernard Ziegler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernard Ziegler Context triple: [Ziegler, notableBearer, Bernard Ziegler]
-
A.
Bernard Zehrfuss
Bernard Zehrfuss was a prominent 20th-century French architect known for his modernist public and institutional buildings.
-
B.
Pierre Hohenberg
Pierre Hohenberg was a theoretical physicist best known for co-formulating the Hohenberg–Kohn theorems, which laid the mathematical foundation of modern density functional theory in quantum mechanics.
-
C.
Jean-Pierre Blazy
Jean-Pierre Blazy is a French politician known for serving as the long-time mayor of the suburban Parisian commune of Gonesse.
-
D.
Boris Dilliès
Boris Dilliès is a Belgian politician known for serving as the mayor of the Brussels municipality of Uccle.
-
E.
Michel Berger
Michel Berger was a renowned French singer-songwriter, composer, and producer, celebrated for his influential contributions to French pop music and his collaborations with artists such as France Gall.
- 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: Bernard Ziegler Triple: [Ziegler, notableBearer, Bernard Ziegler]
Generated description
Bernard Ziegler was a French aerospace engineer best known for pioneering the use of digital fly-by-wire control systems in commercial airliners at Airbus.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bernard Ziegler Target entity description: Bernard Ziegler was a French aerospace engineer best known for pioneering the use of digital fly-by-wire control systems in commercial airliners at Airbus.
-
A.
Bernard Zehrfuss
Bernard Zehrfuss was a prominent 20th-century French architect known for his modernist public and institutional buildings.
-
B.
Pierre Hohenberg
Pierre Hohenberg was a theoretical physicist best known for co-formulating the Hohenberg–Kohn theorems, which laid the mathematical foundation of modern density functional theory in quantum mechanics.
-
C.
Jean-Pierre Blazy
Jean-Pierre Blazy is a French politician known for serving as the long-time mayor of the suburban Parisian commune of Gonesse.
-
D.
Boris Dilliès
Boris Dilliès is a Belgian politician known for serving as the mayor of the Brussels municipality of Uccle.
-
E.
Michel Berger
Michel Berger was a renowned French singer-songwriter, composer, and producer, celebrated for his influential contributions to French pop music and his collaborations with artists such as France Gall.
- 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_69ca829b45f481909040f7b99a1976ed |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cdb53a300481909d917e487d8aab56 |
completed | April 2, 2026, 12:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71c3fa4b88190be4ce7b64335a99f |
completed | April 9, 2026, 3:25 a.m. |
| NEDg | Description generation | batch_69d71f76e3cc8190b21a5fe8825caa2b |
completed | April 9, 2026, 3:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7319938ec8190a4a1a5f09832e3e3 |
completed | April 9, 2026, 4:56 a.m. |
Created at: March 30, 2026, 8:41 p.m.