Lightman
E875699
Lightman is a surname most notably associated with characters in the television series "Lie to Me," such as deception expert Dr. Cal Lightman and his daughter Emily Lightman.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Lightman canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T10628264 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lightman Context triple: [Emily Lightman, familyName, Lightman]
-
A.
Leeman
Leeman is the namesake of Leeman-Turner Arena at Grace Hall, likely a person honored for significant contributions to the associated institution or community.
-
B.
No-Man
No-Man is a British art-pop and ambient rock band known for its atmospheric soundscapes and emotionally introspective songwriting.
-
C.
Cloudman
Cloudman is the superhero-themed mascot of the Trenton Thunder minor league baseball team, known for entertaining fans with on-field antics and community appearances.
-
D.
Lumo
Lumo is a British open-access train operator running low-cost, long-distance electric services on the East Coast Main Line between London and northeastern England.
-
E.
Gongman
Gongman is the iconic figure who strikes a large gong in the opening logo sequence of the Rank Organisation’s films.
- 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: Lightman Target entity description: Lightman is a surname most notably associated with characters in the television series "Lie to Me," such as deception expert Dr. Cal Lightman and his daughter Emily Lightman.
-
A.
Leeman
Leeman is the namesake of Leeman-Turner Arena at Grace Hall, likely a person honored for significant contributions to the associated institution or community.
-
B.
No-Man
No-Man is a British art-pop and ambient rock band known for its atmospheric soundscapes and emotionally introspective songwriting.
-
C.
Cloudman
Cloudman is the superhero-themed mascot of the Trenton Thunder minor league baseball team, known for entertaining fans with on-field antics and community appearances.
-
D.
Lumo
Lumo is a British open-access train operator running low-cost, long-distance electric services on the East Coast Main Line between London and northeastern England.
-
E.
Gongman
Gongman is the iconic figure who strikes a large gong in the opening logo sequence of the Rank Organisation’s films.
- F. None of above. chosen
Statements (35)
| Predicate | Object |
|---|---|
| instanceOf |
fictional character
ⓘ
fictional organization ⓘ surname ⓘ television series ⓘ |
| appearsIn |
"Lie to Me"
NERFINISHED
ⓘ
"Lie to Me" NERFINISHED ⓘ "Lie to Me" NERFINISHED ⓘ |
| basedOn | Paul Ekman NERFINISHED ⓘ |
| citizenship | United Kingdom (fictional background) NERFINISHED ⓘ |
| createdBy | Samuel Baum NERFINISHED ⓘ |
| employer | The Lightman Group NERFINISHED ⓘ |
| familyName | Lightman NERFINISHED ⓘ |
| featuresCharacter |
Cal Lightman
NERFINISHED
ⓘ
Emily Lightman NERFINISHED ⓘ |
| featuresOrganization | The Lightman Group NERFINISHED ⓘ |
| field |
applied psychology
ⓘ
deception detection ⓘ |
| genre |
crime drama
ⓘ
police procedural ⓘ |
| hasDaughter | Emily Lightman NERFINISHED ⓘ |
| hasNotableBearer |
Cal Lightman
NERFINISHED
ⓘ
Emily Lightman NERFINISHED ⓘ |
| occupation |
deception expert
ⓘ
psychologist ⓘ |
| originalNetwork | Fox NERFINISHED ⓘ |
| parent | Cal Lightman NERFINISHED ⓘ |
| portrayedBy |
Hayley McFarland
NERFINISHED
ⓘ
Tim Roth NERFINISHED ⓘ |
| specialization |
body language analysis
ⓘ
detecting deception ⓘ facial microexpressions ⓘ |
| usedIn | television series "Lie to Me" NERFINISHED ⓘ |
| worksWith |
Eli Loker
NERFINISHED
ⓘ
Gillian Foster NERFINISHED ⓘ Ria Torres NERFINISHED ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Lightman Description of subject: Lightman is a surname most notably associated with characters in the television series "Lie to Me," such as deception expert Dr. Cal Lightman and his daughter Emily Lightman.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.