Triple

T18044148
Position Surface form Disambiguated ID Type / Status
Subject Fama–French three-factor model E431728 entity
Predicate alsoKnownAs P39 FINISHED
Object Fama–French 3-factor model NE NERFINISHED

How this triple was built (2 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: Fama–French 3-factor model | Statement: [Fama–French three-factor model, alsoKnownAs, Fama–French 3-factor model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fama–French 3-factor model
Context triple: [Fama–French three-factor model, alsoKnownAs, Fama–French 3-factor model]
  • A. Fama–French three-factor model chosen
    The Fama–French three-factor model is a widely used asset pricing framework that extends the traditional CAPM by explaining stock returns through market risk, company size, and value factors.
  • B. Black–Litterman model
    The Black–Litterman model is an asset allocation framework that blends market equilibrium returns with investor views to produce more stable and intuitive portfolio weights than traditional mean-variance optimization.
  • C. Lucas asset pricing model
    The Lucas asset pricing model is a foundational rational expectations framework in macro-finance that explains asset prices through representative-agent intertemporal consumption choices under uncertainty.
  • D. Mincer earnings function
    The Mincer earnings function is a foundational econometric model in labor economics that relates individuals’ wages to their years of schooling and work experience.
  • E. Black CAPM (zero-beta CAPM)
    Black CAPM (zero-beta CAPM) is an extension of the Capital Asset Pricing Model that allows for asset pricing without a risk-free asset by using a zero-beta portfolio as the benchmark for expected returns.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 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.
Created at: April 10, 2026, 10:25 a.m.