Triple
T20576069
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neubauer |
E505219
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Joseph Neubauer
Joseph Neubauer is an American businessman best known for his long tenure as CEO and chairman of food services and facilities management company Aramark.
|
E1440329
|
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: Joseph Neubauer | Statement: [Neubauer, hasNotableBearer, Joseph Neubauer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Neubauer Context triple: [Neubauer, hasNotableBearer, Joseph Neubauer]
-
A.
Kurt Neubauer
Kurt Neubauer is an individual notable enough to be specifically cited as a bearer of the Neubauer surname, though detailed public information about his life or achievements is limited.
-
B.
Rolf Zehetbauer
Rolf Zehetbauer was an acclaimed German production designer and art director best known for his Oscar-winning work on the film "Cabaret."
-
C.
Michael Kohl
Michael Kohl was an East German diplomat and politician who played a key role in negotiating the 1972 Basic Treaty between the Federal Republic of Germany and the German Democratic Republic.
-
D.
Edmund Stoiber
Edmund Stoiber is a German conservative politician who served for many years as Minister-President of Bavaria and became a prominent national figure as the CDU/CSU candidate for chancellor in 2002.
-
E.
Philip Holzer
Philip Holzer is a German investment banker and football executive best known for serving as chairman of Bundesliga club Eintracht Frankfurt.
- 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: Joseph Neubauer Triple: [Neubauer, hasNotableBearer, Joseph Neubauer]
Generated description
Joseph Neubauer is an American businessman best known for his long tenure as CEO and chairman of food services and facilities management company Aramark.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joseph Neubauer Target entity description: Joseph Neubauer is an American businessman best known for his long tenure as CEO and chairman of food services and facilities management company Aramark.
-
A.
Kurt Neubauer
Kurt Neubauer is an individual notable enough to be specifically cited as a bearer of the Neubauer surname, though detailed public information about his life or achievements is limited.
-
B.
Rolf Zehetbauer
Rolf Zehetbauer was an acclaimed German production designer and art director best known for his Oscar-winning work on the film "Cabaret."
-
C.
Michael Kohl
Michael Kohl was an East German diplomat and politician who played a key role in negotiating the 1972 Basic Treaty between the Federal Republic of Germany and the German Democratic Republic.
-
D.
Edmund Stoiber
Edmund Stoiber is a German conservative politician who served for many years as Minister-President of Bavaria and became a prominent national figure as the CDU/CSU candidate for chancellor in 2002.
-
E.
Philip Holzer
Philip Holzer is a German investment banker and football executive best known for serving as chairman of Bundesliga club Eintracht Frankfurt.
- 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_69e0b4b721588190993ac7b0a9be2736 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a90af3608190955d2c7950726178 |
completed | April 20, 2026, 10:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08b3e23d748190ba4eab3d0e16bb8c |
completed | May 16, 2026, 6:13 p.m. |
| NEDg | Description generation | batch_6a08b4b6b1cc8190b3fb92d2ca729e0a |
completed | May 16, 2026, 6:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08b57ff3e48190952c973726821e2b |
completed | May 16, 2026, 6:20 p.m. |
Created at: April 16, 2026, 11:39 a.m.