Triple
T6304648
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gemma Donati |
E141343
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Donati family
The Donati family was a prominent noble lineage in medieval Florence, known for its political influence and connections to figures such as Dante Alighieri’s wife, Gemma Donati.
|
E584854
|
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: Donati family | Statement: [Gemma Donati, memberOf, Donati family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donati family Context triple: [Gemma Donati, memberOf, Donati family]
-
A.
Castellini family
The Castellini family is an American business family best known for its long-standing involvement in produce distribution and its controlling ownership of Major League Baseball’s Cincinnati Reds.
-
B.
Campagnone family
The Campagnone family is a namesake family historically significant enough to have a public common area, Campagnone Common, dedicated in their honor.
-
C.
Corsini family
The Corsini family is a prominent Florentine noble lineage that rose to major influence in the Catholic Church and European politics, most notably producing Pope Clement XII.
-
D.
Serbelloni family
The Serbelloni family is an old and influential Italian noble lineage known for its prominence in Milanese aristocratic, political, and cultural life.
-
E.
Luciano family
The Luciano family was a powerful New York City Mafia organization led by Charles "Lucky" Luciano that played a central role in shaping modern organized crime in the United States.
- 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: Donati family Triple: [Gemma Donati, memberOf, Donati family]
Generated description
The Donati family was a prominent noble lineage in medieval Florence, known for its political influence and connections to figures such as Dante Alighieri’s wife, Gemma Donati.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Donati family Target entity description: The Donati family was a prominent noble lineage in medieval Florence, known for its political influence and connections to figures such as Dante Alighieri’s wife, Gemma Donati.
-
A.
Castellini family
The Castellini family is an American business family best known for its long-standing involvement in produce distribution and its controlling ownership of Major League Baseball’s Cincinnati Reds.
-
B.
Campagnone family
The Campagnone family is a namesake family historically significant enough to have a public common area, Campagnone Common, dedicated in their honor.
-
C.
Corsini family
The Corsini family is a prominent Florentine noble lineage that rose to major influence in the Catholic Church and European politics, most notably producing Pope Clement XII.
-
D.
Serbelloni family
The Serbelloni family is an old and influential Italian noble lineage known for its prominence in Milanese aristocratic, political, and cultural life.
-
E.
Luciano family
The Luciano family was a powerful New York City Mafia organization led by Charles "Lucky" Luciano that played a central role in shaping modern organized crime in the United States.
- 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_69c008cf0ad4819095def81e2bd42f9f |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0645f26a881909d5746151c0843cc |
completed | March 22, 2026, 9:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c5e44527488190b3d605e917c8dfb2 |
completed | March 27, 2026, 1:58 a.m. |
| NEDg | Description generation | batch_69c5f3f6d134819090d44dea3ae88ee2 |
completed | March 27, 2026, 3:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c5f4a30e2c81908cd5a99d6fc6063b |
completed | March 27, 2026, 3:08 a.m. |
Created at: March 22, 2026, 4:28 p.m.