Triple

T2536180
Position Surface form Disambiguated ID Type / Status
Subject Seneca the Younger E56273 entity
Predicate notableWork P4 FINISHED
Object De Beneficiis
De Beneficiis is a philosophical treatise by Seneca the Younger that explores the ethics of giving, receiving, and repaying benefits within Roman Stoic thought.
E274047 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: De Beneficiis | Statement: [Seneca the Younger, notableWork, De Beneficiis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: De Beneficiis
Context triple: [Seneca the Younger, notableWork, De Beneficiis]
  • A. De gratia
    De gratia is a major theological treatise by the Spanish Jesuit philosopher Francisco Suárez that systematically examines the nature of divine grace, free will, and predestination within Catholic doctrine.
  • B. The Pleased
    The Pleased was an indie rock band from San Francisco known for featuring harpist-singer-songwriter Joanna Newsom as a member early in her career.
  • C. Benefactors
    Benefactors is a 1984 play by Michael Frayn that explores the moral and personal complexities of urban redevelopment through the intertwined lives of two couples.
  • D. De Gemeene Gratie
    De Gemeene Gratie is a major theological work by Abraham Kuyper that develops his doctrine of “common grace,” explaining how God’s grace operates in all of culture and society, not only within the church.
  • E. The Great Consoler
    The Great Consoler is a 1933 Soviet drama film directed by Lev Kuleshov, loosely based on the life and writings of American author O. Henry and noted for its exploration of illusion versus reality.
  • 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: De Beneficiis
Triple: [Seneca the Younger, notableWork, De Beneficiis]
Generated description
De Beneficiis is a philosophical treatise by Seneca the Younger that explores the ethics of giving, receiving, and repaying benefits within Roman Stoic thought.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: De Beneficiis
Target entity description: De Beneficiis is a philosophical treatise by Seneca the Younger that explores the ethics of giving, receiving, and repaying benefits within Roman Stoic thought.
  • A. De gratia
    De gratia is a major theological treatise by the Spanish Jesuit philosopher Francisco Suárez that systematically examines the nature of divine grace, free will, and predestination within Catholic doctrine.
  • B. The Pleased
    The Pleased was an indie rock band from San Francisco known for featuring harpist-singer-songwriter Joanna Newsom as a member early in her career.
  • C. Benefactors
    Benefactors is a 1984 play by Michael Frayn that explores the moral and personal complexities of urban redevelopment through the intertwined lives of two couples.
  • D. De Gemeene Gratie
    De Gemeene Gratie is a major theological work by Abraham Kuyper that develops his doctrine of “common grace,” explaining how God’s grace operates in all of culture and society, not only within the church.
  • E. The Great Consoler
    The Great Consoler is a 1933 Soviet drama film directed by Lev Kuleshov, loosely based on the life and writings of American author O. Henry and noted for its exploration of illusion versus reality.
  • 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_69ab4a49b6508190bc467fbef4bac334 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd2965fe08190a4aedaf636076241 completed March 7, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69af2bbf248481908f588bc1cf46d168 completed March 9, 2026, 8:21 p.m.
NEDg Description generation batch_69af43444ba481909311e86f5ab3a2c9 completed March 9, 2026, 10:01 p.m.
NED2 Entity disambiguation (via description) batch_69af43a2055c8190906a984afe0298c9 completed March 9, 2026, 10:03 p.m.
Created at: March 6, 2026, 9:47 p.m.