Triple
T12454206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bangert |
E297611
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
Bangerth
Bangerth is a surname of German origin borne by several individuals, including academics and professionals, in German-speaking countries and abroad.
|
E983701
|
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: Bangerth | Statement: [Bangert, hasVariant, Bangerth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangerth Context triple: [Bangert, hasVariant, Bangerth]
-
A.
Ted Belytschko
Ted Belytschko was a prominent American engineer and applied mechanician renowned for his pioneering contributions to computational mechanics and finite element methods.
-
B.
Hairer
Hairer is a surname most notably associated with Martin Hairer, an acclaimed mathematician and Fields Medalist known for his work in stochastic analysis and partial differential equations.
-
C.
Finite Element Methods for Flow Problems
"Finite Element Methods for Flow Problems" is a foundational textbook that develops and applies finite element techniques to the numerical simulation of fluid flow and related transport phenomena.
-
D.
Stoermer
Stoermer is the surname of Mark Stoermer, best known as the bassist for the American rock band The Killers.
-
E.
Bjorn Engquist
Bjorn Engquist is a Swedish mathematician renowned for his contributions to numerical analysis and scientific computing, particularly in the development of efficient algorithms for partial differential equations.
- 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: Bangerth Triple: [Bangert, hasVariant, Bangerth]
Generated description
Bangerth is a surname of German origin borne by several individuals, including academics and professionals, in German-speaking countries and abroad.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangerth Target entity description: Bangerth is a surname of German origin borne by several individuals, including academics and professionals, in German-speaking countries and abroad.
-
A.
Ted Belytschko
Ted Belytschko was a prominent American engineer and applied mechanician renowned for his pioneering contributions to computational mechanics and finite element methods.
-
B.
Hairer
Hairer is a surname most notably associated with Martin Hairer, an acclaimed mathematician and Fields Medalist known for his work in stochastic analysis and partial differential equations.
-
C.
Finite Element Methods for Flow Problems
"Finite Element Methods for Flow Problems" is a foundational textbook that develops and applies finite element techniques to the numerical simulation of fluid flow and related transport phenomena.
-
D.
Stoermer
Stoermer is the surname of Mark Stoermer, best known as the bassist for the American rock band The Killers.
-
E.
Bjorn Engquist
Bjorn Engquist is a Swedish mathematician renowned for his contributions to numerical analysis and scientific computing, particularly in the development of efficient algorithms for partial differential equations.
- 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_69f64168d23881908daee7d7cba2160d |
completed | May 2, 2026, 6:24 p.m. |
Created at: April 8, 2026, 9:56 p.m.