Triple
T13813059
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rogge |
E331942
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Benjamin Rogge
Benjamin Rogge was an American economist and educator known for his advocacy of free-market principles and his influential work in classical liberal thought.
|
E1063122
|
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 Rogge | Statement: [Rogge, hasNotableBearer, Benjamin Rogge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benjamin Rogge Context triple: [Rogge, hasNotableBearer, Benjamin Rogge]
-
A.
Stefan Rupp
Stefan Rupp is a German businessman best known as the owner and chairman of English football club Bradford City A.F.C.
-
B.
Stefan Butz
Stefan Butz is an individual notable enough to be recognized as a namesake or prominent bearer of the surname Butz.
-
C.
Matthias Ringmann
Matthias Ringmann was a German humanist scholar and cartographer best known for helping name the continent America through his collaboration on the 1507 Waldseemüller world map.
-
D.
Maximilian Bittner
Maximilian Bittner is a German entrepreneur best known as the founding CEO of Lazada, a major Southeast Asian e-commerce platform.
-
E.
Philipp Demandt
Philipp Demandt is a German art historian and museum director known for leading major cultural institutions such as the Städel Museum and the Liebieghaus Skulpturensammlung in 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: Benjamin Rogge Triple: [Rogge, hasNotableBearer, Benjamin Rogge]
Generated description
Benjamin Rogge was an American economist and educator known for his advocacy of free-market principles and his influential work in classical liberal thought.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benjamin Rogge Target entity description: Benjamin Rogge was an American economist and educator known for his advocacy of free-market principles and his influential work in classical liberal thought.
-
A.
Stefan Rupp
Stefan Rupp is a German businessman best known as the owner and chairman of English football club Bradford City A.F.C.
-
B.
Stefan Butz
Stefan Butz is an individual notable enough to be recognized as a namesake or prominent bearer of the surname Butz.
-
C.
Matthias Ringmann
Matthias Ringmann was a German humanist scholar and cartographer best known for helping name the continent America through his collaboration on the 1507 Waldseemüller world map.
-
D.
Maximilian Bittner
Maximilian Bittner is a German entrepreneur best known as the founding CEO of Lazada, a major Southeast Asian e-commerce platform.
-
E.
Philipp Demandt
Philipp Demandt is a German art historian and museum director known for leading major cultural institutions such as the Städel Museum and the Liebieghaus Skulpturensammlung in 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_69d81c59f8808190a851bc56afdc55e9 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de027198f8819095da3e714ac241f5 |
completed | April 14, 2026, 9:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b8de34a4819090c99cb78b941003 |
completed | May 3, 2026, 9:06 p.m. |
| NEDg | Description generation | batch_69f7b974fce88190ace5030555b7b5f1 |
completed | May 3, 2026, 9:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7ba936c4481908757699ff22d3904 |
completed | May 3, 2026, 9:13 p.m. |
Created at: April 9, 2026, 10:12 p.m.