Triple
T27762339
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Batch Normalization |
E701500
|
entity |
| Predicate | requiresPhase |
P42360
|
FINISHED |
| Object | training phase |
—
|
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: training phase | Statement: [Batch Normalization, requiresPhase, training phase]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: requiresPhase Context triple: [Batch Normalization, requiresPhase, training phase]
-
A.
requiresProperty
chosen
Indicates that one entity depends on another entity possessing a specific property or attribute in order for a condition, action, or relationship to hold.
-
B.
requiresParticipationOf
Indicates that one entity’s occurrence, validity, or completion depends on the active involvement or participation of another entity.
-
C.
requiresJudgeToBe
Indicates that a situation, action, or process necessitates the judge to possess or be in a specific state, role, or condition.
-
D.
requires
Indicates that one entity must exist, occur, or be satisfied before another entity can exist, occur, or be carried out.
-
E.
requiresStatus
Indicates that one entity can only proceed, be valid, or be applied if another entity has a specified status or condition.
- 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_69ef6a5193808190816eb7d0020b2d87 |
completed | April 27, 2026, 1:53 p.m. |
| NER | Named-entity recognition | batch_69fba2877b248190a974eb092243c0c4 |
completed | May 6, 2026, 8:20 p.m. |
| PD | Predicate disambiguation | batch_69fb8d06a1b48190a937aa410d159dfa |
completed | May 6, 2026, 6:48 p.m. |
Created at: April 27, 2026, 4:28 p.m.