Triple
T12454210
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bangert |
E297611
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Scholz Bangert
Scholz Bangert is a notable individual associated with the surname Bangert, recognized for achievements that distinguish them among other bearers of the name.
|
E983298
|
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: Scholz Bangert | Statement: [Bangert, hasNotableBearer, Scholz Bangert]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scholz Bangert Context triple: [Bangert, hasNotableBearer, Scholz Bangert]
-
A.
Scholz
Scholz is a German surname most prominently associated with Olaf Scholz, the Chancellor of Germany.
-
B.
Christian Scholz
Christian Scholz is a German computer scientist and open-source developer known for his contributions to web technologies and social software.
-
C.
Klaus Busse
Klaus Busse is a German automotive designer known for leading design at Maserati and other Stellantis brands, shaping the look of several modern luxury and performance vehicles.
-
D.
Franz von Walsegg
Franz von Walsegg was an Austrian count and amateur musician best known for anonymously commissioning Mozart’s Requiem, which he intended to pass off as his own composition.
-
E.
Peter Scholze
Peter Scholze is a German mathematician renowned for his groundbreaking work in arithmetic geometry and for being one of the youngest recipients of the Fields Medal.
- 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: Scholz Bangert Triple: [Bangert, hasNotableBearer, Scholz Bangert]
Generated description
Scholz Bangert is a notable individual associated with the surname Bangert, recognized for achievements that distinguish them among other bearers of the name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scholz Bangert Target entity description: Scholz Bangert is a notable individual associated with the surname Bangert, recognized for achievements that distinguish them among other bearers of the name.
-
A.
Scholz
Scholz is a German surname most prominently associated with Olaf Scholz, the Chancellor of Germany.
-
B.
Christian Scholz
Christian Scholz is a German computer scientist and open-source developer known for his contributions to web technologies and social software.
-
C.
Klaus Busse
Klaus Busse is a German automotive designer known for leading design at Maserati and other Stellantis brands, shaping the look of several modern luxury and performance vehicles.
-
D.
Franz von Walsegg
Franz von Walsegg was an Austrian count and amateur musician best known for anonymously commissioning Mozart’s Requiem, which he intended to pass off as his own composition.
-
E.
Peter Scholze
Peter Scholze is a German mathematician renowned for his groundbreaking work in arithmetic geometry and for being one of the youngest recipients of the Fields Medal.
- 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94da0b5988190b9df26dd3bb87337 |
completed | April 10, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f190c788190adceaab8117d52a6 |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f6405f9f6481909bcc3b2e3deeae7e |
completed | May 2, 2026, 6:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6416ba1bc8190a772bffe4d83ec15 |
completed | May 2, 2026, 6:24 p.m. |
Created at: April 8, 2026, 9:56 p.m.