Triple

T19799460
Position Surface form Disambiguated ID Type / Status
Subject Luino E475631 entity
Predicate hasLocalLanguage P4185 FINISHED
Object Insubric
Insubric is a group of closely related Gallo-Italic dialects spoken in parts of northern Italy and southern Switzerland, including the area around Luino.
 E1395471 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: Insubric | Statement: [Luino, hasLocalLanguage, Insubric]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Insubric
Context triple: [Luino, hasLocalLanguage, Insubric]
  • A. Insubres
    The Insubres were an ancient Celtic people of northern Italy, centered around Mediolanum (modern Milan), known for their resistance to Roman expansion before eventual incorporation into the Roman Republic.
  • B. Inunhan
    Inunhan is a regional dialect of the Romblomanon language spoken by communities in the province of Romblon in the Philippines.
  • C. Sibhaca
    Sibhaca is a vigorous traditional Swazi dance characterized by high kicking, rhythmic stomping, and powerful group performances often accompanied by chanting and drumming.
  • D. Invunche
    The Invunche is a grotesquely deformed guardian monster from Chilote mythology, typically depicted as a twisted, contorted being that protects witches’ caves and secrets.
  • E. Imbunche
    Imbunche is a grotesquely deformed creature from Chilean mythology, often depicted as a twisted guardian of witches’ caves on the island of Chiloé.
  • 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: Insubric
Triple: [Luino, hasLocalLanguage, Insubric]
Generated description
Insubric is a group of closely related Gallo-Italic dialects spoken in parts of northern Italy and southern Switzerland, including the area around Luino.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Insubric
Target entity description: Insubric is a group of closely related Gallo-Italic dialects spoken in parts of northern Italy and southern Switzerland, including the area around Luino.
  • A. Insubres
    The Insubres were an ancient Celtic people of northern Italy, centered around Mediolanum (modern Milan), known for their resistance to Roman expansion before eventual incorporation into the Roman Republic.
  • B. Inunhan
    Inunhan is a regional dialect of the Romblomanon language spoken by communities in the province of Romblon in the Philippines.
  • C. Sibhaca
    Sibhaca is a vigorous traditional Swazi dance characterized by high kicking, rhythmic stomping, and powerful group performances often accompanied by chanting and drumming.
  • D. Invunche
    The Invunche is a grotesquely deformed guardian monster from Chilote mythology, typically depicted as a twisted, contorted being that protects witches’ caves and secrets.
  • E. Imbunche
    Imbunche is a grotesquely deformed creature from Chilean mythology, often depicted as a twisted guardian of witches’ caves on the island of Chiloé.
  • 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_69d8e51b014081908b263e167370529a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e653c930a08190a2263db7170edd71 completed April 20, 2026, 4:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07c50696588190a54cc249f2218b26 completed May 16, 2026, 1:14 a.m.
NEDg Description generation batch_6a07c6509f4c8190aee658954c6cf920 completed May 16, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_6a07c7549de08190916e3e48125beebb completed May 16, 2026, 1:24 a.m.
Created at: April 10, 2026, 1:49 p.m.