Triple
T9761997
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Arndt |
E236691
|
entity |
| Predicate | familyName |
P18
|
FINISHED |
| Object |
Arndt
Arndt is a German-language surname of Germanic origin borne by various notable individuals across fields such as politics, academia, and the arts.
|
E820444
|
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: Arndt | Statement: [Michael Arndt, familyName, Arndt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arndt Context triple: [Michael Arndt, familyName, Arndt]
-
A.
Eberl
Eberl is a German-language surname of Austrian and Bavarian origin borne by various notable individuals.
-
B.
Muffendorf
Muffendorf is a historic, village-like residential quarter in the Bonn district of Bad Godesberg, known for its traditional half-timbered houses and picturesque setting.
-
C.
Braunshardt
Braunshardt is a district of the town of Weiterstadt in the state of Hesse, Germany.
-
D.
Paepcke
Paepcke is a surname most notably associated with Walter Paepcke, the American industrialist and cultural philanthropist who founded the Aspen Institute.
-
E.
Aehrenthal
Aehrenthal was an Austro-Hungarian foreign minister best known for orchestrating the 1908 annexation of Bosnia and Herzegovina, a move that triggered the Bosnian Crisis and heightened tensions in pre–World War I Europe.
- 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: Arndt Triple: [Michael Arndt, familyName, Arndt]
Generated description
Arndt is a German-language surname of Germanic origin borne by various notable individuals across fields such as politics, academia, and the arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arndt Target entity description: Arndt is a German-language surname of Germanic origin borne by various notable individuals across fields such as politics, academia, and the arts.
-
A.
Eberl
Eberl is a German-language surname of Austrian and Bavarian origin borne by various notable individuals.
-
B.
Muffendorf
Muffendorf is a historic, village-like residential quarter in the Bonn district of Bad Godesberg, known for its traditional half-timbered houses and picturesque setting.
-
C.
Braunshardt
Braunshardt is a district of the town of Weiterstadt in the state of Hesse, Germany.
-
D.
Paepcke
Paepcke is a surname most notably associated with Walter Paepcke, the American industrialist and cultural philanthropist who founded the Aspen Institute.
-
E.
Aehrenthal
Aehrenthal was an Austro-Hungarian foreign minister best known for orchestrating the 1908 annexation of Bosnia and Herzegovina, a move that triggered the Bosnian Crisis and heightened tensions in pre–World War I Europe.
- 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_69ca84d64f6c8190a4ed4e9f5936eda5 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda04c70108190a8ed09eb6f2a124e |
completed | April 1, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1bcec777c81908b2eff64f4756517 |
completed | April 5, 2026, 1:37 a.m. |
| NEDg | Description generation | batch_69d1beefbd1c8190bab597373231cca1 |
completed | April 5, 2026, 1:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1bf4bb6088190801095cacd218571 |
completed | April 5, 2026, 1:47 a.m. |
Created at: March 30, 2026, 8:25 p.m.