Triple
T32415693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure workloads |
E828325
|
entity |
| Predicate | billedThrough |
P174055
|
FINISHED |
| Object | Azure subscription |
—
|
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: Azure subscription | Statement: [Azure workloads, billedThrough, Azure subscription]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: billedThrough Context triple: [Azure workloads, billedThrough, Azure subscription]
-
A.
billedBy
Indicates that one entity issues a bill or invoice to another entity for goods, services, or charges.
-
B.
billedFrom
Indicates that a bill, invoice, or charge originates from or is issued by a particular source or entity.
-
C.
budgetChargedOn
Indicates that a specific budget is debited or applied as the source of funds for a given cost, transaction, or activity.
-
D.
chargedOn
Indicates that a fee, cost, or financial amount is applied to an account, entity, or transaction at a specific time or in connection with a particular event.
-
E.
usesBillFor
Indicates that one entity employs, relies on, or makes use of a particular bill (such as a legislative proposal, invoice, or statement) for a specific purpose or action.
- 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_69f34919f300819092b541c6277cd68a |
completed | April 30, 2026, 12:20 p.m. |
| NER | Named-entity recognition | batch_69f6c27c4a9081909dff89529e04cf52 |
completed | May 3, 2026, 3:35 a.m. |
| PD | Predicate disambiguation | batch_69f6ba6eb32c8190bf405b2011fa48f7 |
completed | May 3, 2026, 3:01 a.m. |
| PDg | Predicate description generation | batch_69f6bb344bb48190a8089f29c0063ded |
completed | May 3, 2026, 3:04 a.m. |
Created at: May 1, 2026, 12:54 a.m.