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.