Triple
T29429367
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lightman Group |
E746382
|
entity |
| Predicate | associatedWithRealWorldConcept |
P137165
|
FINISHED |
| Object | Paul Ekman’s research on facial expressions |
—
|
LITERAL FINISHED |
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: Paul Ekman’s research on facial expressions | Statement: [Lightman Group, associatedWithRealWorldConcept, Paul Ekman’s research on facial expressions]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: associatedWithRealWorldConcept Context triple: [Lightman Group, associatedWithRealWorldConcept, Paul Ekman’s research on facial expressions]
-
A.
relatedToRealWorldConcept
chosen
Indicates that something has a direct connection, correspondence, or relevance to a concept that exists or is recognized in the real world.
-
B.
influencedByRealWorldConcept
Indicates that something is shaped, inspired, or determined by an existing concept, phenomenon, or principle from the real world.
-
C.
isConceptualizedAs
Indicates that one entity is mentally represented, interpreted, or understood in terms of another entity.
-
D.
temporalRelationToRealWorld
Indicates a temporal relationship between an event or state and real-world time, such as when it occurs, starts, ends, or overlaps with actual calendar or clock time.
-
E.
conceptualMeaning
Indicates the abstract idea, concept, or underlying significance that something represents or conveys.
- 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_69f0a7a06e0081908add494075912eb4 |
completed | April 28, 2026, 12:27 p.m. |
| NER | Named-entity recognition | batch_6a037c876524819098545e6037d3107d |
completed | May 12, 2026, 7:16 p.m. |
| PD | Predicate disambiguation | batch_6a0379e0f3d88190a4ee7b0673f1ef90 |
completed | May 12, 2026, 7:05 p.m. |
Created at: April 28, 2026, 3:11 p.m.