Triple
T21298076
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dwangwa River |
E524979
|
entity |
| Predicate | supportsCommunityLivelihoods |
P11337
|
FINISHED |
| Object | riparian communities in Malawi |
—
|
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: riparian communities in Malawi | Statement: [Dwangwa River, supportsCommunityLivelihoods, riparian communities in Malawi]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: supportsCommunityLivelihoods Context triple: [Dwangwa River, supportsCommunityLivelihoods, riparian communities in Malawi]
-
A.
supportsCommunity
chosen
Indicates that one entity provides assistance, resources, or encouragement that benefits a community or group.
-
B.
livelihood
Indicates that one entity serves as the primary means of support, income, or subsistence for another entity.
-
C.
livelihoodVulnerability
Indicates the degree to which an entity’s means of making a living are exposed or susceptible to harm, disruption, or loss.
-
D.
livelihoodChange
Indicates a change in a person’s or group’s means of making a living, such as improvements, declines, or shifts in income-generating activities.
-
E.
hasCommunityLife
Indicates that an entity possesses or supports an active, ongoing pattern of social interaction, shared activities, and communal engagement among its members.
- 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_69e0b517e6748190850d6f6ddf323d69 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7385a24d08190bfd410c7f10fa6f7 |
completed | April 21, 2026, 8:42 a.m. |
| PD | Predicate disambiguation | batch_69e61612ab748190a72b8703b938abcb |
completed | April 20, 2026, 12:03 p.m. |
Created at: April 16, 2026, 4:04 p.m.