Triple

T11557286
Position Surface form Disambiguated ID Type / Status
Subject De Beneficiis E274047 entity
Predicate hasEnglishTitle P3437 FINISHED
Object On Benefits
On Benefits is a moral and philosophical work by the Roman Stoic philosopher Seneca that examines the giving, receiving, and repaying of favors and kindness in human relationships.
E932956 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: On Benefits | Statement: [De Beneficiis, hasEnglishTitle, On Benefits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: On Benefits
Context triple: [De Beneficiis, hasEnglishTitle, On Benefits]
  • A. Benefits Agency
    The Benefits Agency was a UK government executive agency responsible for administering social security benefits to the public.
  • B. eBenefits
    eBenefits is an online portal that allows U.S. veterans, service members, and their families to manage and access VA and DoD benefits and services.
  • C. Benefits Review Board
    The Benefits Review Board is a federal administrative appellate body that reviews and decides appeals of workers’ compensation claims under certain U.S. labor laws.
  • D. Oracle Benefits
    Oracle Benefits is a cloud-based benefits administration solution within the Oracle HCM suite that manages employee eligibility, enrollment, and coverage for health, retirement, and other benefit programs.
  • E. General Board of Pension and Health Benefits
    The General Board of Pension and Health Benefits is the agency of the United Methodist Church responsible for managing clergy and employee retirement plans, investments, and health benefit programs.
  • 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: On Benefits
Triple: [De Beneficiis, hasEnglishTitle, On Benefits]
Generated description
On Benefits is a moral and philosophical work by the Roman Stoic philosopher Seneca that examines the giving, receiving, and repaying of favors and kindness in human relationships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: On Benefits
Target entity description: On Benefits is a moral and philosophical work by the Roman Stoic philosopher Seneca that examines the giving, receiving, and repaying of favors and kindness in human relationships.
  • A. Benefits Agency
    The Benefits Agency was a UK government executive agency responsible for administering social security benefits to the public.
  • B. eBenefits
    eBenefits is an online portal that allows U.S. veterans, service members, and their families to manage and access VA and DoD benefits and services.
  • C. Benefits Review Board
    The Benefits Review Board is a federal administrative appellate body that reviews and decides appeals of workers’ compensation claims under certain U.S. labor laws.
  • D. Oracle Benefits
    Oracle Benefits is a cloud-based benefits administration solution within the Oracle HCM suite that manages employee eligibility, enrollment, and coverage for health, retirement, and other benefit programs.
  • E. General Board of Pension and Health Benefits
    The General Board of Pension and Health Benefits is the agency of the United Methodist Church responsible for managing clergy and employee retirement plans, investments, and health benefit programs.
  • 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_69d6aae4dfa48190a3ab0b19a159a3c5 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88a888e8481909386009b9603e4d3 completed April 10, 2026, 5:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6e87953088190b72d0afeb9251535 completed April 21, 2026, 3:01 a.m.
NEDg Description generation batch_69e6ef93e7d88190af3853b82de23c1b completed April 21, 2026, 3:31 a.m.
NED2 Entity disambiguation (via description) batch_69e6f9144afc819081ee7f78e32ad39a completed April 21, 2026, 4:12 a.m.
Created at: April 8, 2026, 9:37 p.m.