Triple
T1749555
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lie to Me |
E38406
|
entity |
| Predicate | characterBasedOn |
P2004
|
FINISHED |
| Object |
Paul Ekman
Paul Ekman is an American psychologist renowned for his pioneering research on facial expressions and emotions, particularly in the study of microexpressions and deception detection.
|
E197300
|
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: Paul Ekman | Statement: [Lie to Me, characterBasedOn, Paul Ekman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Ekman Context triple: [Lie to Me, characterBasedOn, Paul Ekman]
-
A.
Peter Salovey
Peter Salovey is an American social psychologist and academic who served as president of Yale University.
-
B.
James S. Langer
James S. Langer is an American theoretical physicist known for his work on phase transitions, pattern formation, and the dynamics of nonequilibrium systems.
-
C.
Joshua Schachter
Joshua Schachter is an American entrepreneur and software engineer best known for creating the social bookmarking service Delicious, which helped popularize tagging on the web.
-
D.
Jan D. Achenbach
Jan D. Achenbach was a prominent engineer and applied mechanician known for his pioneering contributions to wave propagation in solids, fracture mechanics, and nondestructive evaluation.
-
E.
John Tooby
John Tooby is an American anthropologist and one of the founders of evolutionary psychology, known for his influential work on the evolutionary basis of the human mind and behavior.
- 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: Paul Ekman Triple: [Lie to Me, characterBasedOn, Paul Ekman]
Generated description
Paul Ekman is an American psychologist renowned for his pioneering research on facial expressions and emotions, particularly in the study of microexpressions and deception detection.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Ekman Target entity description: Paul Ekman is an American psychologist renowned for his pioneering research on facial expressions and emotions, particularly in the study of microexpressions and deception detection.
-
A.
Peter Salovey
Peter Salovey is an American social psychologist and academic who served as president of Yale University.
-
B.
James S. Langer
James S. Langer is an American theoretical physicist known for his work on phase transitions, pattern formation, and the dynamics of nonequilibrium systems.
-
C.
Joshua Schachter
Joshua Schachter is an American entrepreneur and software engineer best known for creating the social bookmarking service Delicious, which helped popularize tagging on the web.
-
D.
Jan D. Achenbach
Jan D. Achenbach was a prominent engineer and applied mechanician known for his pioneering contributions to wave propagation in solids, fracture mechanics, and nondestructive evaluation.
-
E.
John Tooby
John Tooby is an American anthropologist and one of the founders of evolutionary psychology, known for his influential work on the evolutionary basis of the human mind and behavior.
- 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_69a8862bdb2081908aefe831c8aa8017 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa64108a208190ae7190065818e42c |
completed | March 6, 2026, 5:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada0e40cb88190953c639ee2464a54 |
completed | March 8, 2026, 4:16 p.m. |
| NEDg | Description generation | batch_69ada1a2fb9481909d9ed587921ca6b6 |
completed | March 8, 2026, 4:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ada4dfc9188190845a4e4490318d68 |
completed | March 8, 2026, 4:33 p.m. |
Created at: March 4, 2026, 7:31 p.m.