Triple
T6607655
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Law on Foreign Investment in Vietnam |
E149157
|
entity |
| Predicate | economicOrientation |
P25346
|
FINISHED |
| Object | market-oriented reforms |
—
|
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: market-oriented reforms | Statement: [Law on Foreign Investment in Vietnam, economicOrientation, market-oriented reforms]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: economicOrientation Context triple: [Law on Foreign Investment in Vietnam, economicOrientation, market-oriented reforms]
-
A.
economicPolicyOrientation
chosen
Indicates the general stance or approach an entity takes toward economic policy, such as its preferred principles, priorities, or strategies in managing the economy.
-
B.
economicPolicyType
Indicates the classification of an economic policy according to its general type or category (e.g., fiscal, monetary, trade).
-
C.
economicSystem
Indicates the type or structure of the economic organization or system under which an entity operates or to which it belongs.
-
D.
economicFramework
Indicates the overarching system of principles, rules, and structures that organize and govern economic activities and relationships.
-
E.
economicPolicyTools
Indicates the relationship in which specific instruments or measures are used to implement or influence a government's or institution's economic policy.
- 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_69c687eaa7508190bb58ce2aa02039b3 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6cf3796d08190a26e988386089447 |
completed | March 27, 2026, 6:40 p.m. |
| PD | Predicate disambiguation | batch_69c6acfed25481909cac74c84a9fe088 |
completed | March 27, 2026, 4:14 p.m. |
Created at: March 27, 2026, 1:57 p.m.