Triple
T7427377
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MLS Next |
E171401
|
entity |
| Predicate | developmentPillar |
P76947
|
FINISHED |
| Object | training standards |
—
|
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 standards | Statement: [MLS Next, developmentPillar, training standards]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: developmentPillar Context triple: [MLS Next, developmentPillar, training standards]
-
A.
development
Indicates a process or relationship in which something grows, advances, or becomes more complex or mature over time.
-
B.
developmentLinkedTo
Indicates that the development or progression of one entity is causally or contextually connected to the development or progression of another entity.
-
C.
developmentArc
Indicates the progression and transformation of something over time, typically outlining key stages of growth, change, or maturation within a broader narrative or process.
-
D.
developmentFunction
Indicates a relationship where one entity serves as a function, role, or mechanism that drives, supports, or shapes the development or growth of another entity.
-
E.
developmentArea
Indicates the geographic or conceptual region within which development, construction, or growth activities are planned, permitted, or occurring.
- F. None of above. chosen
Provenance (4 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_69c68a63491881909281f73d4d5643bf |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f3055b7881908269ab909c5a85b5 |
completed | March 27, 2026, 9:13 p.m. |
| PD | Predicate disambiguation | batch_69c6f03648d08190b862d07fef71210c |
completed | March 27, 2026, 9:01 p.m. |
| PDg | Predicate description generation | batch_69c6f1ee5ab8819091082324f2dc3b8c |
completed | March 27, 2026, 9:09 p.m. |
Created at: March 27, 2026, 3:12 p.m.