Triple
T26991656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Singleton pattern |
E679874
|
entity |
| Predicate | requiresCareful |
P61677
|
FINISHED |
| Object | thread-safety handling in multithreaded environments |
—
|
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: thread-safety handling in multithreaded environments | Statement: [Singleton pattern, requiresCareful, thread-safety handling in multithreaded environments]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: requiresCareful Context triple: [Singleton pattern, requiresCareful, thread-safety handling in multithreaded environments]
-
A.
requiresCare
Indicates that one entity depends on another to provide care, attention, or maintenance for its proper functioning or well-being.
-
B.
requiresCautionIn
chosen
Indicates that engaging with or operating within the referenced context, situation, or environment demands heightened care, attention, or precaution.
-
C.
requiresAssessmentOf
Indicates that one entity necessitates an evaluation, review, or judgment to be performed on another entity before proceeding or fulfilling a condition.
-
D.
mustConsider
Indicates that one entity is required or obligated to take another entity or factor into account when making a decision, judgment, or action.
-
E.
requiresAssessmentBy
Indicates that one entity must be formally evaluated, reviewed, or judged by another specified entity before proceeding or being accepted.
- 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_69eeeb5138ac8190b3c273ddc659a54f |
completed | April 27, 2026, 4:51 a.m. |
| NER | Named-entity recognition | batch_69f791cc969c8190bf187d6031a030d5 |
completed | May 3, 2026, 6:19 p.m. |
| PD | Predicate disambiguation | batch_69f791033d288190b118029fe412b9c9 |
completed | May 3, 2026, 6:16 p.m. |
Created at: April 27, 2026, 6:52 a.m.