Triple

T23277387
Position Surface form Disambiguated ID Type / Status
Subject Robert Biberti E588758 entity
Predicate familyName P18 FINISHED
Object Biberti
Biberti is a surname most notably associated with Robert Biberti, a German bass singer and member of the renowned vocal ensemble Comedian Harmonists.
 E1579789 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: Biberti | Statement: [Robert Biberti, familyName, Biberti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Biberti
Context triple: [Robert Biberti, familyName, Biberti]
  • A. Bertati
    Bertati is an alternative name for Berta, a given name used in various cultures, often as a diminutive or variant of names like Roberta or Alberta.
  • B. Buccheri
    Buccheri is a small historic town in southeastern Sicily, Italy, known for its traditional architecture and scenic setting in the Hyblaean Mountains.
  • C. Rivelli
    Rivelli is the Italian family name of actress Ornella Muti, known for her work in European and international cinema.
  • D. Bordigotti
    Bordigotti are the inhabitants or natives of the Italian coastal town of Bordighera, typically referring to its local people and community.
  • E. Rovigotti
    Rovigotti are the inhabitants or natives of the Italian city of Rovigo, located in the Veneto region.
  • 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: Biberti
Triple: [Robert Biberti, familyName, Biberti]
Generated description
Biberti is a surname most notably associated with Robert Biberti, a German bass singer and member of the renowned vocal ensemble Comedian Harmonists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Biberti
Target entity description: Biberti is a surname most notably associated with Robert Biberti, a German bass singer and member of the renowned vocal ensemble Comedian Harmonists.
  • A. Bertati
    Bertati is an alternative name for Berta, a given name used in various cultures, often as a diminutive or variant of names like Roberta or Alberta.
  • B. Buccheri
    Buccheri is a small historic town in southeastern Sicily, Italy, known for its traditional architecture and scenic setting in the Hyblaean Mountains.
  • C. Rivelli
    Rivelli is the Italian family name of actress Ornella Muti, known for her work in European and international cinema.
  • D. Bordigotti
    Bordigotti are the inhabitants or natives of the Italian coastal town of Bordighera, typically referring to its local people and community.
  • E. Rovigotti
    Rovigotti are the inhabitants or natives of the Italian city of Rovigo, located in the Veneto region.
  • 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_69e25d16e2c08190a291de254703129e completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19578adf48190bdb129a55f86172c completed April 29, 2026, 5:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4c886e708190813e824dc6dc18a6 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4e3a7374819099635f56d0d513c3 completed May 19, 2026, 11:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4ecaaf208190a845013b342e3a88 completed May 19, 2026, 11:51 a.m.
Created at: April 17, 2026, 4:49 p.m.