Triple
T18044149
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fama–French three-factor model |
E431728
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object | FF3 model |
—
|
NE NERFINISHED |
How this triple was built (3 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: FF3 model | Statement: [Fama–French three-factor model, alsoKnownAs, FF3 model]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FF3 model Context triple: [Fama–French three-factor model, alsoKnownAs, FF3 model]
-
A.
F33
F33 is BMW’s internal designation for the first-generation 4 Series convertible model.
-
B.
TF33
The TF33 is a military turbofan jet engine derived from the Pratt & Whitney JT3D, widely used to power various U.S. Air Force transport and reconnaissance aircraft.
-
C.
F32/F33/F36
The F32/F33/F36 BMW 4 Series is the first generation of BMW's compact executive coupé, convertible, and four-door Gran Coupé models, produced from 2013 to 2020 and based on the F30 3 Series platform.
-
D.
FFD
FFD is the IATA airport code for RAF Fairford, a Royal Air Force station in Gloucestershire, England, used by both the UK and United States air forces and known for hosting major airshows.
-
E.
FFC
FFC is the commonly used abbreviation for Falkirk Football Club, a professional Scottish football team based in Falkirk.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FF3 model Target entity description: The FF3 model, or Fama–French three-factor model, is a widely used asset pricing framework that explains stock returns using market risk, company size, and value factors.
-
A.
F33
F33 is BMW’s internal designation for the first-generation 4 Series convertible model.
-
B.
TF33
The TF33 is a military turbofan jet engine derived from the Pratt & Whitney JT3D, widely used to power various U.S. Air Force transport and reconnaissance aircraft.
-
C.
F32/F33/F36
The F32/F33/F36 BMW 4 Series is the first generation of BMW's compact executive coupé, convertible, and four-door Gran Coupé models, produced from 2013 to 2020 and based on the F30 3 Series platform.
-
D.
FFD
FFD is the IATA airport code for RAF Fairford, a Royal Air Force station in Gloucestershire, England, used by both the UK and United States air forces and known for hosting major airshows.
-
E.
FFC
FFC is the commonly used abbreviation for Falkirk Football Club, a professional Scottish football team based in Falkirk.
- F. None of above. chosen
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.