Triple

T8658102
Position Surface form Disambiguated ID Type / Status
Subject Esino Lario E205472 entity
Predicate hasSubdivision P747 FINISHED
Object Bigallo
Bigallo is a small locality or hamlet that forms part of the municipality of Esino Lario in the Lombardy region of northern Italy.
 E748806 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: Bigallo | Statement: [Esino Lario, hasSubdivision, Bigallo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bigallo
Context triple: [Esino Lario, hasSubdivision, Bigallo]
  • A. Vacallo
    Vacallo is a small municipality in the canton of Ticino in southern Switzerland, located near the Italian border.
  • B. Bulzi
    Bulzi is a small town and comune in the province of Sassari on the Italian island of Sardinia.
  • C. Luppi
    Luppi is a surname most notably associated with Argentine actor Federico Luppi, renowned for his work in Latin American and Spanish cinema.
  • D. Loba
    Loba is the Spanish-language version of the hit Shakira song "She Wolf," featuring adapted lyrics and vocals tailored for Spanish-speaking audiences.
  • E. Zebilla
    Zebilla is a town in Ghana’s Upper East Region that serves as a local commercial and administrative center.
  • 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: Bigallo
Triple: [Esino Lario, hasSubdivision, Bigallo]
Generated description
Bigallo is a small locality or hamlet that forms part of the municipality of Esino Lario in the Lombardy region of northern Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bigallo
Target entity description: Bigallo is a small locality or hamlet that forms part of the municipality of Esino Lario in the Lombardy region of northern Italy.
  • A. Vacallo
    Vacallo is a small municipality in the canton of Ticino in southern Switzerland, located near the Italian border.
  • B. Bulzi
    Bulzi is a small town and comune in the province of Sassari on the Italian island of Sardinia.
  • C. Luppi
    Luppi is a surname most notably associated with Argentine actor Federico Luppi, renowned for his work in Latin American and Spanish cinema.
  • D. Loba
    Loba is the Spanish-language version of the hit Shakira song "She Wolf," featuring adapted lyrics and vocals tailored for Spanish-speaking audiences.
  • E. Zebilla
    Zebilla is a town in Ghana’s Upper East Region that serves as a local commercial and administrative center.
  • 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_69ca8350897c819086cde7596fbe5fe7 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc486d576081908ad28749c7971432 completed March 31, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ceccec941881908263cd3205f10ccd completed April 2, 2026, 8:09 p.m.
NEDg Description generation batch_69cece8d530081908f5a52d5d76bd414 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf7c66308190b9fb87bc0ab510a8 completed April 2, 2026, 8:20 p.m.
Created at: March 30, 2026, 6:30 p.m.