Triple
T33633953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Libertad, Misamis Oriental |
E861638
|
entity |
| Predicate | hasLandBasedLivelihoods |
P85413
|
FINISHED |
| Object | farming communities |
—
|
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: farming communities | Statement: [Libertad, Misamis Oriental, hasLandBasedLivelihoods, farming communities]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLandBasedLivelihoods Context triple: [Libertad, Misamis Oriental, hasLandBasedLivelihoods, farming communities]
-
A.
livelihoodArea
Indicates the area or domain in which an entity earns its living or sustains its means of support.
-
B.
hasRuralEconomySector
Indicates that an entity participates in, contains, or is associated with an economic sector based on rural activities or rural development.
-
C.
livelihood
Indicates that one entity serves as the primary means of support, income, or subsistence for another entity.
-
D.
hasAgriculturalCommunities
chosen
Indicates that certain groups or settlements engage in organized farming and related agricultural activities within a given area or context.
-
E.
livelihoodChallenges
Indicates difficulties or obstacles that negatively affect an entity’s ability to secure or maintain its means of living or income.
- 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_69f34981c54c81909b33c3fa2208a52d |
completed | April 30, 2026, 12:22 p.m. |
| NER | Named-entity recognition | batch_69fefa064ab48190925759950d0d94d9 |
completed | May 9, 2026, 9:10 a.m. |
| PD | Predicate disambiguation | batch_69fef96ae5d08190b027435753c44821 |
completed | May 9, 2026, 9:07 a.m. |
Created at: May 1, 2026, 1:41 a.m.