Triple

T10675773
Position Surface form Disambiguated ID Type / Status
Subject Florentine contado E251610 entity
Predicate governedBy P46 FINISHED
Object Florentine communes
Florentine communes were self-governing city-republics in and around Florence that managed local administration, justice, and defense during the medieval and early Renaissance periods.
 E878622 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: Florentine communes | Statement: [Florentine contado, governedBy, Florentine communes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Florentine communes
Context triple: [Florentine contado, governedBy, Florentine communes]
  • A. Republic of Siena
    The Republic of Siena was a powerful and wealthy medieval Italian city-state in Tuscany, renowned for its banking, art, and rivalry with Florence.
  • B. Florentine guilds
    The Florentine guilds were powerful medieval and Renaissance trade and professional associations in Florence that regulated economic life, influenced politics, and sponsored major artistic and architectural commissions.
  • C. Comune di Firenze
    Comune di Firenze is the municipal government of the city of Florence, responsible for its local administration, public services, and cultural heritage.
  • D. Metropolitan City of Florence
    The Metropolitan City of Florence is an Italian administrative area in the Tuscany region that encompasses the city of Florence and its surrounding municipalities, coordinating regional governance, infrastructure, and services.
  • E. Duchy of Florence
    The Duchy of Florence was a 16th-century Italian state in central Italy, ruled by the Medici family and centered on the city of Florence.
  • 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: Florentine communes
Triple: [Florentine contado, governedBy, Florentine communes]
Generated description
Florentine communes were self-governing city-republics in and around Florence that managed local administration, justice, and defense during the medieval and early Renaissance periods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Florentine communes
Target entity description: Florentine communes were self-governing city-republics in and around Florence that managed local administration, justice, and defense during the medieval and early Renaissance periods.
  • A. Republic of Siena
    The Republic of Siena was a powerful and wealthy medieval Italian city-state in Tuscany, renowned for its banking, art, and rivalry with Florence.
  • B. Florentine guilds
    The Florentine guilds were powerful medieval and Renaissance trade and professional associations in Florence that regulated economic life, influenced politics, and sponsored major artistic and architectural commissions.
  • C. Comune di Firenze
    Comune di Firenze is the municipal government of the city of Florence, responsible for its local administration, public services, and cultural heritage.
  • D. Metropolitan City of Florence
    The Metropolitan City of Florence is an Italian administrative area in the Tuscany region that encompasses the city of Florence and its surrounding municipalities, coordinating regional governance, infrastructure, and services.
  • E. Duchy of Florence
    The Duchy of Florence was a 16th-century Italian state in central Italy, ruled by the Medici family and centered on the city of Florence.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fb94b05c8190b66bf64f5c6d166b completed April 9, 2026, 1:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d98876222c8190be638bdfa3ce4ceb completed April 10, 2026, 11:32 p.m.
NEDg Description generation batch_69d98aea391c81909ec64a29053c35c1 completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98c013348819094bde38a057257b4 completed April 10, 2026, 11:47 p.m.
Created at: April 8, 2026, 9:09 p.m.