Triple
T3270840
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karl Hegel |
E68642
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Geschichte der Städteverfassung in Italien
Geschichte der Städteverfassung in Italien is a historical study by Karl Hegel that examines the development and structure of municipal constitutions and urban governance in Italian cities.
|
E342584
|
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: Geschichte der Städteverfassung in Italien | Statement: [Karl Hegel, notableWork, Geschichte der Städteverfassung in Italien]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Geschichte der Städteverfassung in Italien Context triple: [Karl Hegel, notableWork, Geschichte der Städteverfassung in Italien]
-
A.
History of the Florentine People
History of the Florentine People is a seminal early 15th-century humanist history that chronicles the political and civic development of Florence and helped shape Renaissance historiography.
-
B.
Agora of the Italians
The Agora of the Italians was a large Hellenistic commercial and social complex on the island of Delos, built by Italian merchants as a center for trade and business activities.
-
C.
Italian maritime republics
The Italian maritime republics were powerful medieval city-states such as Venice, Genoa, Pisa, and Amalfi that dominated Mediterranean trade and naval commerce.
-
D.
Republic of Lucca
The Republic of Lucca was an independent city-state in Tuscany, Italy, that existed from the Middle Ages until the early 19th century, known for its republican institutions and commercial prosperity.
-
E.
Roman Italy under the Empire
Roman Italy under the Empire was the core heartland of the Roman Empire, directly governed by the emperor and characterized by dense urbanization, extensive infrastructure, and a privileged legal status compared to the provinces.
- 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: Geschichte der Städteverfassung in Italien Triple: [Karl Hegel, notableWork, Geschichte der Städteverfassung in Italien]
Generated description
Geschichte der Städteverfassung in Italien is a historical study by Karl Hegel that examines the development and structure of municipal constitutions and urban governance in Italian cities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Geschichte der Städteverfassung in Italien Target entity description: Geschichte der Städteverfassung in Italien is a historical study by Karl Hegel that examines the development and structure of municipal constitutions and urban governance in Italian cities.
-
A.
History of the Florentine People
History of the Florentine People is a seminal early 15th-century humanist history that chronicles the political and civic development of Florence and helped shape Renaissance historiography.
-
B.
Agora of the Italians
The Agora of the Italians was a large Hellenistic commercial and social complex on the island of Delos, built by Italian merchants as a center for trade and business activities.
-
C.
Italian maritime republics
The Italian maritime republics were powerful medieval city-states such as Venice, Genoa, Pisa, and Amalfi that dominated Mediterranean trade and naval commerce.
-
D.
Republic of Lucca
The Republic of Lucca was an independent city-state in Tuscany, Italy, that existed from the Middle Ages until the early 19th century, known for its republican institutions and commercial prosperity.
-
E.
Roman Italy under the Empire
Roman Italy under the Empire was the core heartland of the Roman Empire, directly governed by the emperor and characterized by dense urbanization, extensive infrastructure, and a privileged legal status compared to the provinces.
- 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_69ad859b54f881909bf530d549caf2fd |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adaff4b9dc8190b7e3da0bbffccf99 |
completed | March 8, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28f02a620819091356c965b2aceef |
completed | March 12, 2026, 10:01 a.m. |
| NEDg | Description generation | batch_69b296709f84819094fe9db721a44f83 |
completed | March 12, 2026, 10:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2d6c47e908190b5be5b33da358ade |
completed | March 12, 2026, 3:07 p.m. |
Created at: March 8, 2026, 3:09 p.m.