Triple

T13552796
Position Surface form Disambiguated ID Type / Status
Subject Roberto Maroni E323691 entity
Predicate familyName P18 FINISHED
Object Maroni
Maroni is an Italian surname most notably associated with Roberto Maroni, a prominent Italian politician and former leader of the Northern League party.
 E707574 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: Maroni | Statement: [Roberto Maroni, familyName, Maroni]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maroni
Context triple: [Roberto Maroni, familyName, Maroni]
  • A. Maroni
    Maroni is a major river in northern South America that forms much of the border between French Guiana and Suriname.
  • B. Île-Rousse
    Île-Rousse is a coastal town and popular seaside resort in the Balagne region of northern Corsica, known for its red granite islets and picturesque Mediterranean setting.
  • C. Roc d’Azur
    Roc d’Azur is a major annual mountain biking festival and race event held in France, attracting thousands of amateur and professional cyclists from around the world.
  • D. Île de la Pietra
    Île de la Pietra is a small rocky island off the coast of L’Île-Rousse in Corsica, known for its scenic lighthouse, red granite cliffs, and panoramic sea views.
  • E. Sperlonga
    Sperlonga is a picturesque coastal town in central Italy known for its whitewashed historic center, sandy beaches, and the nearby ancient Roman grotto and villa of Emperor Tiberius.
  • 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: Maroni
Triple: [Roberto Maroni, familyName, Maroni]
Generated description
Maroni is an Italian surname most notably associated with Roberto Maroni, a prominent Italian politician and former leader of the Northern League party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maroni
Target entity description: Maroni is an Italian surname most notably associated with Roberto Maroni, a prominent Italian politician and former leader of the Northern League party.
  • A. Maroni chosen
    Maroni is a major river in northern South America that forms much of the border between French Guiana and Suriname.
  • B. Île-Rousse
    Île-Rousse is a coastal town and popular seaside resort in the Balagne region of northern Corsica, known for its red granite islets and picturesque Mediterranean setting.
  • C. Roc d’Azur
    Roc d’Azur is a major annual mountain biking festival and race event held in France, attracting thousands of amateur and professional cyclists from around the world.
  • D. Île de la Pietra
    Île de la Pietra is a small rocky island off the coast of L’Île-Rousse in Corsica, known for its scenic lighthouse, red granite cliffs, and panoramic sea views.
  • E. Sperlonga
    Sperlonga is a picturesque coastal town in central Italy known for its whitewashed historic center, sandy beaches, and the nearby ancient Roman grotto and villa of Emperor Tiberius.
  • F. None of above.

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_69d8076830b48190910a902bae5888e2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaff1c1f0819084352d9b2ee13d7a completed April 12, 2026, 2:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75da721208190a3f5159125dbde9a completed May 3, 2026, 2:37 p.m.
NEDg Description generation batch_69f75ec5101081909652b0c0998b36c8 completed May 3, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69f75f4a3b0c81908c0ca0351771953b completed May 3, 2026, 2:44 p.m.
Created at: April 9, 2026, 9:46 p.m.