Triple

T419334
Position Surface form Disambiguated ID Type / Status
Subject Italian Socialist Party E8065 entity
Predicate foundedBy P104 FINISHED
Object Claudio Treves
Claudio Treves was an Italian socialist politician and intellectual, prominent in the early 20th century workers’ movement and a key figure in shaping Italy’s socialist politics.
E53082 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: Claudio Treves | Statement: [Italian Socialist Party, foundedBy, Claudio Treves]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Claudio Treves
Context triple: [Italian Socialist Party, foundedBy, Claudio Treves]
  • A. Marcello Truzzi
    Marcello Truzzi was a sociologist and skeptic best known as a co-founder of the modern skeptical movement and an early leader in the critical examination of paranormal claims.
  • B. Armando Hart Dávalos
    Armando Hart Dávalos was a prominent Cuban revolutionary, intellectual, and politician who served as a key leader in the Cuban Revolution and later as Cuba’s Minister of Education and Minister of Culture.
  • C. Louis Appia
    Louis Appia was a 19th-century Swiss surgeon and humanitarian pioneer who helped establish the principles and institutions that became the modern Red Cross movement.
  • D. Ronald Villency
    Ronald Villency is the son of American television news personality and political commentator Kimberly Guilfoyle.
  • E. Theodore Brentano
    Theodore Brentano was an American diplomat and jurist who served as the first U.S. Ambassador to Hungary in the early 20th century.
  • 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: Claudio Treves
Triple: [Italian Socialist Party, foundedBy, Claudio Treves]
Generated description
Claudio Treves was an Italian socialist politician and intellectual, prominent in the early 20th century workers’ movement and a key figure in shaping Italy’s socialist politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Claudio Treves
Target entity description: Claudio Treves was an Italian socialist politician and intellectual, prominent in the early 20th century workers’ movement and a key figure in shaping Italy’s socialist politics.
  • A. Marcello Truzzi
    Marcello Truzzi was a sociologist and skeptic best known as a co-founder of the modern skeptical movement and an early leader in the critical examination of paranormal claims.
  • B. Armando Hart Dávalos
    Armando Hart Dávalos was a prominent Cuban revolutionary, intellectual, and politician who served as a key leader in the Cuban Revolution and later as Cuba’s Minister of Education and Minister of Culture.
  • C. Louis Appia
    Louis Appia was a 19th-century Swiss surgeon and humanitarian pioneer who helped establish the principles and institutions that became the modern Red Cross movement.
  • D. Ronald Villency
    Ronald Villency is the son of American television news personality and political commentator Kimberly Guilfoyle.
  • E. Theodore Brentano
    Theodore Brentano was an American diplomat and jurist who served as the first U.S. Ambassador to Hungary in the early 20th century.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ee917de48190965fba455efd2320 completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a42543e3ec81908a56075495b1279f completed March 1, 2026, 11:38 a.m.
NEDg Description generation batch_69a425c76efc81909af302d129547b16 completed March 1, 2026, 11:40 a.m.
NED2 Entity disambiguation (via description) batch_69a4261ecbfc819084d9d3d5a352b5cc completed March 1, 2026, 11:42 a.m.
Created at: Feb. 28, 2026, 1:11 p.m.