Triple
T27640394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Applied Scholastics |
E696571
|
entity |
| Predicate | methodologyDevelopedBy |
P116174
|
FINISHED |
| Object | L. Ron Hubbard |
—
|
NE NERFINISHED |
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: L. Ron Hubbard | Statement: [Applied Scholastics, methodologyDevelopedBy, L. Ron Hubbard]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: methodologyDevelopedBy Context triple: [Applied Scholastics, methodologyDevelopedBy, L. Ron Hubbard]
-
A.
developedMethodology
chosen
Indicates that one entity created, designed, or established a specific methodology used by another entity or in a particular context.
-
B.
methodologyType
Indicates the specific kind or category of method or procedure used in carrying out an activity or study.
-
C.
methodologyName
Indicates the specific named method or procedure used or referenced in performing an action or study.
-
D.
developmentMethod
Indicates the process, technique, or approach used to create, build, or evolve something.
-
E.
developedMethodUsedIn
Indicates that a method created or developed by one entity is subsequently employed or applied in another entity, such as a study, project, or process.
- 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_69ef5909f3848190805f35b76833e722 |
completed | April 27, 2026, 12:39 p.m. |
| NER | Named-entity recognition | batch_69f65876c52c8190bc889c7a67bd07f3 |
completed | May 2, 2026, 8:03 p.m. |
| PD | Predicate disambiguation | batch_69f6575d89788190aca478e4aea05a65 |
completed | May 2, 2026, 7:58 p.m. |
Created at: April 27, 2026, 2:26 p.m.