Triple
T4384456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pearling, Testimony of an Island Economy |
E99206
|
entity |
| Predicate | conservationChallenges |
P52090
|
FINISHED |
| Object | urban development pressure |
—
|
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: urban development pressure | Statement: [Pearling, Testimony of an Island Economy, conservationChallenges, urban development pressure]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: conservationChallenges Context triple: [Pearling, Testimony of an Island Economy, conservationChallenges, urban development pressure]
-
A.
conservationIssue
Indicates that an entity is associated with a problem, threat, or concern related to the protection, preservation, or sustainable management of natural resources or biodiversity.
-
B.
conservationImpact
Indicates the effect that an action, policy, or entity has on the preservation, protection, or restoration of natural ecosystems and biodiversity.
-
C.
conservation
Indicates the preservation, protection, or careful management of a resource, system, or quantity so that it is maintained over time without depletion or loss.
-
D.
conservationFocus
Indicates that the primary emphasis or priority of an entity, project, or action is on conservation-related goals, activities, or outcomes.
-
E.
hasConservationChallenge
chosen
Indicates that an entity faces a specific conservation-related problem, threat, or difficulty impacting its protection or long-term viability.
- 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_69b3454f739481909ff6c28331f0c0b9 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b35263970c8190904ee20d81715833 |
completed | March 12, 2026, 11:55 p.m. |
| PD | Predicate disambiguation | batch_69b34f557fe8819085032bf7f0cea5dc |
completed | March 12, 2026, 11:42 p.m. |
Created at: March 12, 2026, 11:19 p.m.