Triple
T5126744
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johann Froben |
E115602
|
entity |
| Predicate | successor |
P78
|
FINISHED |
| Object |
Hieronymus Froben
Hieronymus Froben was a prominent 16th-century Basel printer and publisher, known for continuing and expanding his family’s influential humanist printing house after his father Johann Froben.
|
E499285
|
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: Hieronymus Froben | Statement: [Johann Froben, successor, Hieronymus Froben]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hieronymus Froben Context triple: [Johann Froben, successor, Hieronymus Froben]
-
A.
Johann Froben
Johann Froben was a prominent early 16th-century Swiss humanist printer and publisher in Basel, renowned for producing influential editions of biblical and classical texts.
-
B.
Johannes Agricola
Johannes Agricola was a 16th-century German Protestant reformer and theologian known for his role in the early Reformation and his controversial antinomian views.
-
C.
Robert Estienne
Robert Estienne was a 16th-century French printer and classical scholar renowned for his critical editions of the Bible and major contributions to typography and lexicography.
-
D.
Erich Gutenberg
Erich Gutenberg was a prominent German economist and business administration scholar known for fundamentally shaping modern German management theory and production economics.
-
E.
Johann Reuchlin
Johann Reuchlin was a German humanist scholar and pioneering Christian Hebraist whose defense of Jewish writings and engagement with Kabbalah made him a central figure of the Northern Renaissance.
- 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: Hieronymus Froben Triple: [Johann Froben, successor, Hieronymus Froben]
Generated description
Hieronymus Froben was a prominent 16th-century Basel printer and publisher, known for continuing and expanding his family’s influential humanist printing house after his father Johann Froben.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hieronymus Froben Target entity description: Hieronymus Froben was a prominent 16th-century Basel printer and publisher, known for continuing and expanding his family’s influential humanist printing house after his father Johann Froben.
-
A.
Johann Froben
Johann Froben was a prominent early 16th-century Swiss humanist printer and publisher in Basel, renowned for producing influential editions of biblical and classical texts.
-
B.
Johannes Agricola
Johannes Agricola was a 16th-century German Protestant reformer and theologian known for his role in the early Reformation and his controversial antinomian views.
-
C.
Robert Estienne
Robert Estienne was a 16th-century French printer and classical scholar renowned for his critical editions of the Bible and major contributions to typography and lexicography.
-
D.
Erich Gutenberg
Erich Gutenberg was a prominent German economist and business administration scholar known for fundamentally shaping modern German management theory and production economics.
-
E.
Johann Reuchlin
Johann Reuchlin was a German humanist scholar and pioneering Christian Hebraist whose defense of Jewish writings and engagement with Kabbalah made him a central figure of the Northern Renaissance.
- 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_69bd444426bc819099ccd23f141e22aa |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd78228b2081908c70efd3db71f8d4 |
completed | March 20, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed91b5a44819096e1cc045f061db9 |
completed | March 21, 2026, 5:44 p.m. |
| NEDg | Description generation | batch_69bed9f3624c8190b9d22fa0594dd767 |
completed | March 21, 2026, 5:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beda5d39b88190a7314f673de2719d |
completed | March 21, 2026, 5:50 p.m. |
Created at: March 20, 2026, 1:42 p.m.