Triple

T12016116
Position Surface form Disambiguated ID Type / Status
Subject Marchetti E286029 entity
Predicate hasNotableBearer P458 FINISHED
Object Riccardo Marchetti
Riccardo Marchetti is an Italian politician known for serving as a member of the Chamber of Deputies.
E977512 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: Riccardo Marchetti | Statement: [Marchetti, hasNotableBearer, Riccardo Marchetti]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Riccardo Marchetti
Context triple: [Marchetti, hasNotableBearer, Riccardo Marchetti]
  • A. Maurizio Marchetti
    Maurizio Marchetti is an Italian politician known for his roles in regional and national political institutions.
  • B. Federico Milletarì
    Federico Milletarì was an Italian statesman and military leader who served as Minister of War for the Kingdom of Sardinia during the period of Italian unification.
  • C. Francesco Rutelli
    Francesco Rutelli is an Italian politician who has served as Mayor of Rome and Deputy Prime Minister, and has been a prominent figure in centrist and environmental politics.
  • D. Roberto Vittori
    Roberto Vittori is an Italian Air Force officer and astronaut who has flown multiple space missions with the European Space Agency and NASA.
  • E. Pasquale Amato
    Pasquale Amato was a renowned Italian operatic baritone celebrated for his powerful voice and prominent performances at the Metropolitan Opera 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: Riccardo Marchetti
Triple: [Marchetti, hasNotableBearer, Riccardo Marchetti]
Generated description
Riccardo Marchetti is an Italian politician known for serving as a member of the Chamber of Deputies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Riccardo Marchetti
Target entity description: Riccardo Marchetti is an Italian politician known for serving as a member of the Chamber of Deputies.
  • A. Maurizio Marchetti
    Maurizio Marchetti is an Italian politician known for his roles in regional and national political institutions.
  • B. Federico Milletarì
    Federico Milletarì was an Italian statesman and military leader who served as Minister of War for the Kingdom of Sardinia during the period of Italian unification.
  • C. Francesco Rutelli
    Francesco Rutelli is an Italian politician who has served as Mayor of Rome and Deputy Prime Minister, and has been a prominent figure in centrist and environmental politics.
  • D. Roberto Vittori
    Roberto Vittori is an Italian Air Force officer and astronaut who has flown multiple space missions with the European Space Agency and NASA.
  • E. Pasquale Amato
    Pasquale Amato was a renowned Italian operatic baritone celebrated for his powerful voice and prominent performances at the Metropolitan Opera 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_69d6ab45a368819084fce08bf0dc3705 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903d9b17881908894be80d7c1b64e completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62a784b3c81909a2841f3d6b4c475 completed May 2, 2026, 4:46 p.m.
NEDg Description generation batch_69f62ca73c04819084a1e47a963c1106 completed May 2, 2026, 4:56 p.m.
NED2 Entity disambiguation (via description) batch_69f62d0c2568819083e66c8ae484d30d completed May 2, 2026, 4:57 p.m.
Created at: April 8, 2026, 9:47 p.m.