Triple
T32388804
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paiute-Shoshone Reservation lands near Bishop |
E827609
|
entity |
| Predicate | hasEnvironmentalChallenge |
P171766
|
FINISHED |
| Object | water scarcity |
—
|
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: water scarcity | Statement: [Paiute-Shoshone Reservation lands near Bishop, hasEnvironmentalChallenge, water scarcity]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasEnvironmentalChallenge Context triple: [Paiute-Shoshone Reservation lands near Bishop, hasEnvironmentalChallenge, water scarcity]
-
A.
hasEnvironmentalManagementChallenge
chosen
Indicates that an entity faces a specific difficulty or issue related to managing or protecting the environment.
-
B.
hasEnvironmentalRisk
Indicates that an entity poses, contributes to, or is associated with potential harm or adverse impact on the environment.
-
C.
hasConservationChallenge
Indicates that an entity faces a specific conservation-related problem, threat, or difficulty impacting its protection or long-term viability.
-
D.
environmentalIssueAddressed
Indicates that an action, policy, or entity is aimed at tackling, mitigating, or resolving a specific environmental problem or concern.
-
E.
hasEnvironmentalQuality
Indicates that something possesses a particular environmental characteristic, condition, or attribute.
- 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_69f349184e7481909c6c54428cb9cf12 |
completed | April 30, 2026, 12:20 p.m. |
| NER | Named-entity recognition | batch_69fccdd496048190bca801a8a9eecb62 |
completed | May 7, 2026, 5:37 p.m. |
| PD | Predicate disambiguation | batch_69fcccee6240819084680887731ff64b |
completed | May 7, 2026, 5:33 p.m. |
Created at: May 1, 2026, 12:52 a.m.