Triple

T8132196
Position Surface form Disambiguated ID Type / Status
Subject Heidi Tagliavini E189877 entity
Predicate familyName P18 FINISHED
Object Tagliavini
Tagliavini is the surname of Heidi Tagliavini, a Swiss diplomat known for her roles in international mediation and conflict resolution.
E715635 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: Tagliavini | Statement: [Heidi Tagliavini, familyName, Tagliavini]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tagliavini
Context triple: [Heidi Tagliavini, familyName, Tagliavini]
  • A. Mauro Bergonzoli
    Mauro Bergonzoli was an Italian general of World War II, noted for his leadership of armoured and infantry forces in North Africa.
  • B. Giacinto Bobone
    Giacinto Bobone, later known as Pope Celestine III, was a 12th-century Italian nobleman and cardinal who became head of the Catholic Church from 1191 to 1198.
  • C. Gastone Gambara
    Gastone Gambara was an Italian general who played a prominent role in Fascist Italy’s military campaigns, including operations in Spain and World War II.
  • D. Fioravanti
    Fioravanti is an Italian surname historically associated with notable figures in architecture, engineering, and the arts.
  • E. Riccardo Lombardi
    Riccardo Lombardi was a prominent Italian socialist politician and intellectual, known for his leadership within the Italian Socialist Party and his advocacy of democratic socialism and progressive reforms in postwar Italy.
  • 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: Tagliavini
Triple: [Heidi Tagliavini, familyName, Tagliavini]
Generated description
Tagliavini is the surname of Heidi Tagliavini, a Swiss diplomat known for her roles in international mediation and conflict resolution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tagliavini
Target entity description: Tagliavini is the surname of Heidi Tagliavini, a Swiss diplomat known for her roles in international mediation and conflict resolution.
  • A. Mauro Bergonzoli
    Mauro Bergonzoli was an Italian general of World War II, noted for his leadership of armoured and infantry forces in North Africa.
  • B. Giacinto Bobone
    Giacinto Bobone, later known as Pope Celestine III, was a 12th-century Italian nobleman and cardinal who became head of the Catholic Church from 1191 to 1198.
  • C. Gastone Gambara
    Gastone Gambara was an Italian general who played a prominent role in Fascist Italy’s military campaigns, including operations in Spain and World War II.
  • D. Fioravanti
    Fioravanti is an Italian surname historically associated with notable figures in architecture, engineering, and the arts.
  • E. Riccardo Lombardi
    Riccardo Lombardi was a prominent Italian socialist politician and intellectual, known for his leadership within the Italian Socialist Party and his advocacy of democratic socialism and progressive reforms in postwar Italy.
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43b96cd481908c0679050c35d83f completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbec8491c81908362d44c42fc8568 completed April 1, 2026, 6:44 a.m.
NEDg Description generation batch_69ccc30f1fc48190991e0caa9ea6e735 completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd7eca618819081e0c5452c8b1960 completed April 1, 2026, 8:31 a.m.
Created at: March 30, 2026, 5:34 p.m.