Triple
T7394651
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foodpanda |
E170591
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Benjamin Bauer
Benjamin Bauer is an entrepreneur best known as a co-founder of the online food delivery platform Foodpanda.
|
E661137
|
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: Benjamin Bauer | Statement: [Foodpanda, foundedBy, Benjamin Bauer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benjamin Bauer Context triple: [Foodpanda, foundedBy, Benjamin Bauer]
-
A.
Benjamin Kubelsky
Benjamin Kubelsky, better known as Jack Benny, was a hugely influential American comedian, vaudevillian, radio and television star renowned for his impeccable timing, stingy persona, and enduring impact on 20th-century entertainment.
-
B.
Benjamin Becker
Benjamin Becker is a retired German professional tennis player best known for defeating Andre Agassi in Agassi’s final professional match at the 2006 US Open.
-
C.
Benjamin Ettenberg
Benjamin Ettenberg is a charming, intellectually sharp doctor who becomes a significant romantic interest for Midge in the television series "The Marvelous Mrs. Maisel."
-
D.
Benjamin Emanuel
Benjamin Emanuel is an Israeli-born pediatrician and former member of the Irgun paramilitary group, best known as the father of Hollywood talent agent Ari Emanuel and former Chicago mayor Rahm Emanuel.
-
E.
Matthias Ochs
Matthias Ochs is a person notable enough to be recognized as a bearer of the surname Ochs, though specific widely known biographical details about him are not clearly established.
- 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: Benjamin Bauer Triple: [Foodpanda, foundedBy, Benjamin Bauer]
Generated description
Benjamin Bauer is an entrepreneur best known as a co-founder of the online food delivery platform Foodpanda.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benjamin Bauer Target entity description: Benjamin Bauer is an entrepreneur best known as a co-founder of the online food delivery platform Foodpanda.
-
A.
Benjamin Kubelsky
Benjamin Kubelsky, better known as Jack Benny, was a hugely influential American comedian, vaudevillian, radio and television star renowned for his impeccable timing, stingy persona, and enduring impact on 20th-century entertainment.
-
B.
Benjamin Becker
Benjamin Becker is a retired German professional tennis player best known for defeating Andre Agassi in Agassi’s final professional match at the 2006 US Open.
-
C.
Benjamin Ettenberg
Benjamin Ettenberg is a charming, intellectually sharp doctor who becomes a significant romantic interest for Midge in the television series "The Marvelous Mrs. Maisel."
-
D.
Benjamin Emanuel
Benjamin Emanuel is an Israeli-born pediatrician and former member of the Irgun paramilitary group, best known as the father of Hollywood talent agent Ari Emanuel and former Chicago mayor Rahm Emanuel.
-
E.
Matthias Ochs
Matthias Ochs is a person notable enough to be recognized as a bearer of the surname Ochs, though specific widely known biographical details about him are not clearly established.
- 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_69c68a5f04188190ac266569c9280347 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f2279de4819081b8876d02f55388 |
completed | March 27, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c810fcb1408190a6ed22213bd7830b |
completed | March 28, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69c8119611148190ae72e52242798dfe |
completed | March 28, 2026, 5:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8121126e08190a95ab570569158cf |
completed | March 28, 2026, 5:38 p.m. |
Created at: March 27, 2026, 3:09 p.m.