Triple

T7908234
Position Surface form Disambiguated ID Type / Status
Subject Molinari E183629 entity
Predicate hasNotableBearer P458 FINISHED
Object Luigi Molinari
Luigi Molinari was an Italian lawyer, writer, and prominent anarchist activist known for his advocacy of secular education and social reform in the late 19th and early 20th centuries.
 E842921 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: Luigi Molinari | Statement: [Molinari, hasNotableBearer, Luigi Molinari]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luigi Molinari
Context triple: [Molinari, hasNotableBearer, Luigi Molinari]
  • A. Luigi Alippi
    Luigi Alippi is an Italian mountaineer known for pioneering challenging alpine routes, including the first ascent of Cassin's Ridge.
  • B. Luigi Airoldi
    Luigi Airoldi is an Italian mountaineer known for pioneering significant alpine routes, including the first ascent of Cassin's Ridge.
  • C. Mario Berti
    Mario Berti was an Italian general best known for leading Italian forces in North Africa during the early stages of World War II.
  • D. Carlo Litta
    Carlo Litta was a notable member of the prominent Italian noble Litta family, recognized for his role within this influential aristocratic lineage.
  • E. Luigi Rossi
    Luigi Rossi is a notable Italian composer of the early Baroque era, recognized especially for his operas and cantatas.
  • 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: Luigi Molinari
Triple: [Molinari, hasNotableBearer, Luigi Molinari]
Generated description
Luigi Molinari was an Italian lawyer, writer, and prominent anarchist activist known for his advocacy of secular education and social reform in the late 19th and early 20th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luigi Molinari
Target entity description: Luigi Molinari was an Italian lawyer, writer, and prominent anarchist activist known for his advocacy of secular education and social reform in the late 19th and early 20th centuries.
  • A. Luigi Alippi
    Luigi Alippi is an Italian mountaineer known for pioneering challenging alpine routes, including the first ascent of Cassin's Ridge.
  • B. Luigi Airoldi
    Luigi Airoldi is an Italian mountaineer known for pioneering significant alpine routes, including the first ascent of Cassin's Ridge.
  • C. Mario Berti
    Mario Berti was an Italian general best known for leading Italian forces in North Africa during the early stages of World War II.
  • D. Carlo Litta
    Carlo Litta was a notable member of the prominent Italian noble Litta family, recognized for his role within this influential aristocratic lineage.
  • E. Luigi Rossi
    Luigi Rossi is a notable Italian composer of the early Baroque era, recognized especially for his operas and cantatas.
  • 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_69ca828dec0c81908b8f55a4dbbb53ff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a59de00819099f1ce02bb469e75 completed March 31, 2026, 3:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cae488708190823b1e9c07ad2e48 completed April 5, 2026, 8:49 p.m.
NEDg Description generation batch_69d2cd242ed8819097895cb15cbb5d47 completed April 5, 2026, 8:59 p.m.
NED2 Entity disambiguation (via description) batch_69d2d1204f008190a9349c071c1e8d19 completed April 5, 2026, 9:16 p.m.
Created at: March 30, 2026, 5:03 p.m.