Triple
T1860817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beijing-Tianjin-Hebei region |
E34805
|
entity |
| Predicate | hasEnvironmentalPolicyGoal |
P14666
|
FINISHED |
| Object | regional air quality improvement |
—
|
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: regional air quality improvement | Statement: [Beijing-Tianjin-Hebei region, hasEnvironmentalPolicyGoal, regional air quality improvement]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasEnvironmentalPolicyGoal Context triple: [Beijing-Tianjin-Hebei region, hasEnvironmentalPolicyGoal, regional air quality improvement]
-
A.
hasConservationGoal
Indicates that an entity is associated with or aims to achieve a specific conservation-related objective or target.
-
B.
environmentalRegulation
Indicates that one entity imposes rules, standards, or restrictions on another entity’s activities to protect or manage the natural environment.
-
C.
hasPolicyGoal
chosen
Indicates that an entity is associated with, or aims to achieve, a specific policy objective or target.
-
D.
environmentalProtocol
Indicates a formal agreement or set of rules governing how parties should act to protect or manage the environment.
-
E.
hasEnvironmentalRegulationCompliance
Indicates that an entity adheres to or fulfills applicable environmental regulations, standards, or compliance requirements.
- 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_69a88600b2f88190bc09303e68ab517e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abb231de14819091da3a20ed03c430 |
completed | March 7, 2026, 5:05 a.m. |
| PD | Predicate disambiguation | batch_69abafde4598819099d8229128348fd3 |
completed | March 7, 2026, 4:55 a.m. |
Created at: March 4, 2026, 7:34 p.m.