Triple
T17520560
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OneHotEncoder |
E426668
|
entity |
| Predicate | requiresCarefulHandlingOf |
P61677
|
FINISHED |
| Object | unseen categories at inference time |
—
|
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: unseen categories at inference time | Statement: [OneHotEncoder, requiresCarefulHandlingOf, unseen categories at inference time]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: requiresCarefulHandlingOf Context triple: [OneHotEncoder, requiresCarefulHandlingOf, unseen categories at inference time]
-
A.
requiresCautionIn
chosen
Indicates that engaging with or operating within the referenced context, situation, or environment demands heightened care, attention, or precaution.
-
B.
requiresCare
Indicates that one entity depends on another to provide care, attention, or maintenance for its proper functioning or well-being.
-
C.
mustHandle
Indicates that one entity is required or obligated to process, deal with, or take responsibility for another entity or situation.
-
D.
requiresAssessmentOf
Indicates that one entity necessitates an evaluation, review, or judgment to be performed on another entity before proceeding or fulfilling a condition.
-
E.
requiresProperDispositionFor
Indicates that one entity must be handled, treated, or disposed of according to specific proper-disposal procedures defined by another entity.
- 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_69d889de677081909b22d2657b1f0292 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e452d23cf08190925510344fa36f57 |
completed | April 19, 2026, 3:58 a.m. |
| PD | Predicate disambiguation | batch_69e3b4f8b9888190aa8a45e09acf4319 |
completed | April 18, 2026, 4:44 p.m. |
Created at: April 10, 2026, 5:49 a.m.