Triple
T33396632
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National laws of Kazakhstan |
E855189
|
entity |
| Predicate | includesCode |
P9567
|
FINISHED |
| Object |
Environmental Code of Kazakhstan
The Environmental Code of Kazakhstan is the country’s primary legislative framework governing environmental protection, natural resource use, and ecological regulation.
|
E2050410
|
NE 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: Environmental Code of Kazakhstan | Statement: [National laws of Kazakhstan, includesCode, Environmental Code of Kazakhstan]
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Environmental Code of Kazakhstan Triple: [National laws of Kazakhstan, includesCode, Environmental Code of Kazakhstan]
Generated description
The Environmental Code of Kazakhstan is the country’s primary legislative framework governing environmental protection, natural resource use, and ecological regulation.
Provenance (5 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_69f3496e3f1c8190bcecfa82aa9d17ff |
completed | April 30, 2026, 12:22 p.m. |
| NER | Named-entity recognition | batch_69f6e40fd7408190952aa49024a3f403 |
completed | May 3, 2026, 5:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a3576f3e66c8190995d54139cd62438 |
completed | June 19, 2026, 5:05 p.m. |
| NEDg | Description generation | batch_6a357acf162c8190a97a7b541e178988 |
completed | June 19, 2026, 5:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a357b82e8b4819085108a05e662add7 |
completed | June 19, 2026, 5:25 p.m. |
Created at: May 1, 2026, 1:35 a.m.