Triple
T22891494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marty Kaan |
E568050
|
entity |
| Predicate | laterFounds |
P56587
|
FINISHED |
| Object | Kaan & Associates |
—
|
NE NERFINISHED |
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: Kaan & Associates | Statement: [Marty Kaan, laterFounds, Kaan & Associates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kaan & Associates Context triple: [Marty Kaan, laterFounds, Kaan & Associates]
-
A.
Omrania and Associates
Omrania and Associates is a Saudi-based architectural and engineering firm known for designing prominent modern landmarks and large-scale urban projects in the Middle East.
-
B.
Kazmaier Associates Inc.
Kazmaier Associates Inc. is a business and investment management firm established by former Heisman Trophy–winning football player and entrepreneur Dick Kazmaier.
-
C.
Kirkegaard Associates
Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
-
D.
Daniels & Associates
Daniels & Associates was a pioneering cable television brokerage and investment firm founded by cable industry entrepreneur Bill Daniels.
-
E.
Dimakopoulos & Associates
Dimakopoulos & Associates is a Canadian architecture firm known for designing major commercial and office buildings, including prominent skyscrapers in Montreal.
- 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: Kaan & Associates Target entity description: Kaan & Associates is the independent management consulting firm founded by the character Marty Kaan after leaving his previous company in the television series "House of Lies."
-
A.
Omrania and Associates
Omrania and Associates is a Saudi-based architectural and engineering firm known for designing prominent modern landmarks and large-scale urban projects in the Middle East.
-
B.
Kazmaier Associates Inc.
Kazmaier Associates Inc. is a business and investment management firm established by former Heisman Trophy–winning football player and entrepreneur Dick Kazmaier.
-
C.
Kirkegaard Associates
Kirkegaard Associates is an acoustical consulting firm renowned for designing the sound environments of prominent performance spaces and concert halls worldwide.
-
D.
Daniels & Associates
Daniels & Associates was a pioneering cable television brokerage and investment firm founded by cable industry entrepreneur Bill Daniels.
-
E.
Dimakopoulos & Associates
Dimakopoulos & Associates is a Canadian architecture firm known for designing major commercial and office buildings, including prominent skyscrapers in Montreal.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: laterFounds Context triple: [Marty Kaan, laterFounds, Kaan & Associates]
-
A.
laterDiscovered
Indicates that one entity was discovered or found at a time subsequent to the discovery of another entity.
-
B.
laterSought
Indicates that one entity attempted to obtain, pursue, or request another entity at a subsequent time relative to some prior reference point.
-
C.
founds
chosen
Indicates that an entity establishes or creates an organization, institution, settlement, or similar entity, typically as its originator.
-
D.
laterRefoundedAs
Indicates that an entity was dissolved or ceased to exist and was subsequently re-established under a new or modified form, identity, or organization.
-
E.
laterDeployedIn
Indicates that one entity was deployed or put into operation in a particular context, location, or system at a later time than another.
- F. None of above.
Provenance (3 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_69e2458c23ec81908fa2570692c6614f |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f17fc59e108190a22f90c2439830fb |
completed | April 29, 2026, 3:49 a.m. |
| PD | Predicate disambiguation | batch_69ef3b6b2e2481908258156937b5a745 |
completed | April 27, 2026, 10:33 a.m. |
Created at: April 17, 2026, 3:40 p.m.