Triple

T11645944
Position Surface form Disambiguated ID Type / Status
Subject Gabriel Tarde E276776 entity
Predicate influencedBy P9 FINISHED
Object Cesare Lombroso
Cesare Lombroso was a 19th-century Italian criminologist and physician known for founding the school of positivist criminology and promoting the controversial theory that criminality is biologically determined.
E938799 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: Cesare Lombroso | Statement: [Gabriel Tarde, influencedBy, Cesare Lombroso]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cesare Lombroso
Context triple: [Gabriel Tarde, influencedBy, Cesare Lombroso]
  • A. José Broca
    José Broca was a 19th-century Spanish classical guitarist and composer known for his refined salon-style guitar works.
  • B. Clifford Shaw
    Clifford Shaw was an early computer scientist and programmer known for his pioneering work in artificial intelligence and symbolic computation alongside collaborators like Allen Newell.
  • C. Ernst Sellin
    Ernst Sellin was a German Protestant theologian and pioneering biblical archaeologist known for his early excavations in the Near East and contributions to the study of Old Testament history.
  • D. Philip Hirschi
    Philip Hirschi is a cellist and musician best known for his work with the pioneering jazz fusion group Mahavishnu Orchestra.
  • E. Cesare Beccaria
    Cesare Beccaria was an Italian Enlightenment philosopher and jurist best known for his influential treatise "On Crimes and Punishments," which argued for criminal justice reform and against torture and the death penalty.
  • 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: Cesare Lombroso
Triple: [Gabriel Tarde, influencedBy, Cesare Lombroso]
Generated description
Cesare Lombroso was a 19th-century Italian criminologist and physician known for founding the school of positivist criminology and promoting the controversial theory that criminality is biologically determined.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cesare Lombroso
Target entity description: Cesare Lombroso was a 19th-century Italian criminologist and physician known for founding the school of positivist criminology and promoting the controversial theory that criminality is biologically determined.
  • A. José Broca
    José Broca was a 19th-century Spanish classical guitarist and composer known for his refined salon-style guitar works.
  • B. Clifford Shaw
    Clifford Shaw was an early computer scientist and programmer known for his pioneering work in artificial intelligence and symbolic computation alongside collaborators like Allen Newell.
  • C. Ernst Sellin
    Ernst Sellin was a German Protestant theologian and pioneering biblical archaeologist known for his early excavations in the Near East and contributions to the study of Old Testament history.
  • D. Philip Hirschi
    Philip Hirschi is a cellist and musician best known for his work with the pioneering jazz fusion group Mahavishnu Orchestra.
  • E. Cesare Beccaria
    Cesare Beccaria was an Italian Enlightenment philosopher and jurist best known for his influential treatise "On Crimes and Punishments," which argued for criminal justice reform and against torture and the death penalty.
  • 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_69d6aafbb3c081908a9cdb4ecb8d981d completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a2cc8bfc8190a063cc37de9596a9 completed April 10, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee87f903c48190b9055ad4cfebb1e1 completed April 26, 2026, 9:47 p.m.
NEDg Description generation batch_69eeb314eef0819091a949bbfc820ee9 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eee9a79d348190bb3e15f0d37b9d57 completed April 27, 2026, 4:44 a.m.
Created at: April 8, 2026, 9:39 p.m.