Triple

T14020901
Position Surface form Disambiguated ID Type / Status
Subject Medici fortifications E337326 entity
Predicate follows P134 FINISHED
Object medieval walls of Livorno
The medieval walls of Livorno are the historic defensive ramparts that once enclosed the Tuscan port city, forming the core around which later Medici fortifications were developed.
E337326 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: medieval walls of Livorno | Statement: [Medici fortifications, follows, medieval walls of Livorno]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: medieval walls of Livorno
Context triple: [Medici fortifications, follows, medieval walls of Livorno]
  • A. City Walls of Lucca
    The City Walls of Lucca are a remarkably well-preserved Renaissance-era fortification encircling the historic center of Lucca, now used as a tree-lined pedestrian promenade.
  • B. medieval walls of Viterbo
    The medieval walls of Viterbo are a well-preserved fortification system encircling the historic center of Viterbo, Italy, notable for its towers and ancient city gates.
  • C. Medicean walls of Grosseto
    The Medicean walls of Grosseto are a well-preserved Renaissance fortification system built under Medici rule that encircles the historic center of Grosseto in Tuscany, Italy.
  • D. Medici fortifications
    The Medici fortifications are a system of Renaissance-era defensive walls, bastions, and structures in Livorno, Italy, built under the Medici family to protect and control the important Tuscan port city.
  • E. city walls of Cagliari
    The city walls of Cagliari are a historic defensive fortification system encircling the old town of Cagliari in Sardinia, featuring prominent medieval towers and bastions.
  • 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: medieval walls of Livorno
Triple: [Medici fortifications, follows, medieval walls of Livorno]
Generated description
The medieval walls of Livorno are the historic defensive ramparts that once enclosed the Tuscan port city, forming the core around which later Medici fortifications were developed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: medieval walls of Livorno
Target entity description: The medieval walls of Livorno are the historic defensive ramparts that once enclosed the Tuscan port city, forming the core around which later Medici fortifications were developed.
  • A. City Walls of Lucca
    The City Walls of Lucca are a remarkably well-preserved Renaissance-era fortification encircling the historic center of Lucca, now used as a tree-lined pedestrian promenade.
  • B. medieval walls of Viterbo
    The medieval walls of Viterbo are a well-preserved fortification system encircling the historic center of Viterbo, Italy, notable for its towers and ancient city gates.
  • C. Medicean walls of Grosseto
    The Medicean walls of Grosseto are a well-preserved Renaissance fortification system built under Medici rule that encircles the historic center of Grosseto in Tuscany, Italy.
  • D. Medici fortifications chosen
    The Medici fortifications are a system of Renaissance-era defensive walls, bastions, and structures in Livorno, Italy, built under the Medici family to protect and control the important Tuscan port city.
  • E. city walls of Cagliari
    The city walls of Cagliari are a historic defensive fortification system encircling the old town of Cagliari in Sardinia, featuring prominent medieval towers and bastions.
  • F. None of above.

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_69d81c6543a48190bd5ba93d7419e797 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2f3c7cd88190b236382058581740 completed April 14, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc32f78dc8190bd357d179cbaa5bc completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fc43c344c08190b5afa023f5009cb4 completed May 7, 2026, 7:48 a.m.
NED2 Entity disambiguation (via description) batch_69fc444a30a48190a2f65afcd5424d14 completed May 7, 2026, 7:50 a.m.
Created at: April 9, 2026, 10:19 p.m.