Triple

T18044393
Position Surface form Disambiguated ID Type / Status
Subject Modern portfolio theory E431733 entity
Predicate field P3 FINISHED
Object financial economics
Financial economics is a branch of economics that studies how individuals and institutions allocate resources over time under uncertainty, focusing on asset pricing, financial markets, and corporate finance.
 E1302232 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: financial economics | Statement: [Modern portfolio theory, field, financial economics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: financial economics
Context triple: [Modern portfolio theory, field, financial economics]
  • A. Journal of Financial Economics
    The Journal of Financial Economics is a leading peer-reviewed academic journal that publishes influential research on corporate finance, asset pricing, and financial markets.
  • B. FIN
    FIN is the three-letter ISO 3166-1 alpha-3 country code that uniquely identifies Finland in international standards and data systems.
  • C. FIN
    FIN is the three-letter station code used by London Underground to identify Finchley Road station on the Metropolitan and Jubilee lines.
  • D. FIN
    FIN is the commonly used abbreviation for the Department of Finance Canada, the federal government department responsible for developing economic, fiscal, and tax policy.
  • E. Principi di economia finanziaria
    "Principi di economia finanziaria" is a foundational Italian-language work on financial economics that systematically presents the principles governing financial markets, instruments, and corporate finance decisions.
  • 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: financial economics
Triple: [Modern portfolio theory, field, financial economics]
Generated description
Financial economics is a branch of economics that studies how individuals and institutions allocate resources over time under uncertainty, focusing on asset pricing, financial markets, and corporate finance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: financial economics
Target entity description: Financial economics is a branch of economics that studies how individuals and institutions allocate resources over time under uncertainty, focusing on asset pricing, financial markets, and corporate finance.
  • A. Journal of Financial Economics
    The Journal of Financial Economics is a leading peer-reviewed academic journal that publishes influential research on corporate finance, asset pricing, and financial markets.
  • B. FIN
    FIN is the three-letter ISO 3166-1 alpha-3 country code that uniquely identifies Finland in international standards and data systems.
  • C. FIN
    FIN is the three-letter station code used by London Underground to identify Finchley Road station on the Metropolitan and Jubilee lines.
  • D. FIN
    FIN is the commonly used abbreviation for the Department of Finance Canada, the federal government department responsible for developing economic, fiscal, and tax policy.
  • E. Principi di economia finanziaria
    "Principi di economia finanziaria" is a foundational Italian-language work on financial economics that systematically presents the principles governing financial markets, instruments, and corporate finance decisions.
  • 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_69d8b906482481908183315b9ecf9994 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4bff13f488190993445769551c9c2 completed April 19, 2026, 11:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349bb99508190ba6b1f8e4ac2b599 completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034b4fd4fc8190bd75aa51a8f3d2d4 completed May 12, 2026, 3:46 p.m.
NED2 Entity disambiguation (via description) batch_6a034bc081d08190aa29065fdaecc5b2 completed May 12, 2026, 3:48 p.m.
Created at: April 10, 2026, 10:25 a.m.