Triple

T18360359
Position Surface form Disambiguated ID Type / Status
Subject Gargnano E439897 entity
Predicate hasFrazione P4207 FINISHED
Object Fornico
Fornico is a small hamlet (frazione) of the municipality of Gargnano in the Lombardy region of northern Italy, near Lake Garda.
 E1320260 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: Fornico | Statement: [Gargnano, hasFrazione, Fornico]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fornico
Context triple: [Gargnano, hasFrazione, Fornico]
  • A. Cannigione
    Cannigione is a coastal village and popular tourist resort in northern Sardinia, Italy, known for its beaches and marina overlooking the Gulf of Arzachena.
  • B. Biferno
    Biferno is a river in the Molise region of southern Italy that flows into the Adriatic Sea and is important for local agriculture and hydroelectric power.
  • C. Borgnino
    Borgnino is the original Italian family name of the American actor Ernest Borgnine, known for his long and acclaimed film and television career.
  • D. Nigoglia
    Nigoglia is the short river in northern Italy that uniquely flows northward out of Lake Orta toward the Strona and ultimately the Toce River.
  • E. Seravezza
    Seravezza is a historic Tuscan town in central Italy, known for its marble quarries and scenic location in the Apuan Alps.
  • 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: Fornico
Triple: [Gargnano, hasFrazione, Fornico]
Generated description
Fornico is a small hamlet (frazione) of the municipality of Gargnano in the Lombardy region of northern Italy, near Lake Garda.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fornico
Target entity description: Fornico is a small hamlet (frazione) of the municipality of Gargnano in the Lombardy region of northern Italy, near Lake Garda.
  • A. Cannigione
    Cannigione is a coastal village and popular tourist resort in northern Sardinia, Italy, known for its beaches and marina overlooking the Gulf of Arzachena.
  • B. Biferno
    Biferno is a river in the Molise region of southern Italy that flows into the Adriatic Sea and is important for local agriculture and hydroelectric power.
  • C. Borgnino
    Borgnino is the original Italian family name of the American actor Ernest Borgnine, known for his long and acclaimed film and television career.
  • D. Nigoglia
    Nigoglia is the short river in northern Italy that uniquely flows northward out of Lake Orta toward the Strona and ultimately the Toce River.
  • E. Seravezza
    Seravezza is a historic Tuscan town in central Italy, known for its marble quarries and scenic location in the Apuan Alps.
  • 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_69d8b918221c8190a9f7b563d64ac677 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e516db045c8190b20c209225a53b9a completed April 19, 2026, 5:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03cc328b108190b28416eb5bfb0b4f completed May 13, 2026, 12:56 a.m.
NEDg Description generation batch_6a03d2a6e7648190881a140d42ae7e86 completed May 13, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_6a03d40ba5ec81909371d4134a88101d completed May 13, 2026, 1:29 a.m.
Created at: April 10, 2026, 10:37 a.m.