Triple
T13163452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Aralkum Desert |
E312783
|
entity |
| Predicate | hasEcosystemChange |
P108843
|
FINISHED |
| Object | transition from marine to desert ecosystem |
—
|
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: transition from marine to desert ecosystem | Statement: [Aralkum Desert, hasEcosystemChange, transition from marine to desert ecosystem]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasEcosystemChange Context triple: [Aralkum Desert, hasEcosystemChange, transition from marine to desert ecosystem]
-
A.
hasEcologicalProcess
Indicates that one entity exhibits, participates in, or is characterized by a particular ecological process affecting its environment or ecosystem.
-
B.
hasEcosystemService
Indicates that one entity provides, supports, or is associated with an ecosystem service that benefits another entity or the environment.
-
C.
hasEcology
Indicates that an entity has a particular ecological context, such as its habitat, environmental role, or interactions within an ecosystem.
-
D.
containsEcosystem
Indicates that one entity encompasses or includes an ecosystem within its boundaries or scope.
-
E.
hasEnvironmentalActivity
Indicates that an entity engages in, supports, or is associated with actions or initiatives related to environmental protection, conservation, or sustainability.
- 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_69d806ac3ee081909b2fd27d060aa974 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98cf054f88190b05ced98d5a22a62 |
completed | April 10, 2026, 11:51 p.m. |
| PD | Predicate disambiguation | batch_69d98bbd1d088190b7c69f37fc6eeb64 |
completed | April 10, 2026, 11:46 p.m. |
| PDg | Predicate description generation | batch_69d98ceeb22c8190a6be666031d9e5a4 |
completed | April 10, 2026, 11:51 p.m. |
Created at: April 9, 2026, 9:13 p.m.