livelihoodChange
P84164
predicate
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.
All labels observed (4)
| Label | Occurrences |
|---|---|
| livelihoodChange canonical | 19 |
| modernLivelihood | 4 |
| shiftInLivelihood | 2 |
| traditionalLivelihoodChange | 1 |
Description generation (PDg)
The one-sentence description above was generated by prompting gpt-5.1 with the predicate name and this instruction.
Instruction
Given a predicate that represents a relationship or action between entities, generate a one-sentence description explaining its meaning. # Instructions Focus on describing the relationship, not the entities themselves. # Response Format Begin the description with \' Indicates...\'
Input
Predicate: livelihoodChange
Generated description
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.
Sample triples (26)
| Subject | Object |
|---|---|
| Akha people | increasing involvement in cash-crop agriculture ⓘ |
| Akha people | participation in tourism ⓘ |
| Arem | growing dependence on settled agriculture ⓘ |
| Arem | growing integration into local markets ⓘ |
| Vedda people | shift to agriculture ⓘ |
| Vedda people | wage labor ⓘ |
| Vedda people | settled village life ⓘ |
| Asur | Decline of traditional iron-smelting ⓘ |
| Asur | Increased dependence on wage labor ⓘ |
| Birhor | wage labor via predicate surface "shiftInLivelihood" ⓘ |
| Birhor | agricultural labor via predicate surface "shiftInLivelihood" ⓘ |
| Zalabia Bedouin | desert guiding via predicate surface "modernLivelihood" ⓘ |
| Zalabia Bedouin | camel trekking for tourists via predicate surface "modernLivelihood" ⓘ |
| Zalabia Bedouin | jeep tours in Wadi Rum via predicate surface "modernLivelihood" ⓘ |
| Zalabia Bedouin | guesthouse and camp operation via predicate surface "modernLivelihood" ⓘ |
| Kandha tribal communities | increasing shift to settled agriculture ⓘ |
| Kandha tribal communities | wage labor participation ⓘ |
| Sahariya | increasing wage labor dependence ⓘ |
| Sahariya | decline of forest-based subsistence ⓘ |
| Chimane | increasing contact with markets ⓘ |
| Mã Liềng | increasing sedentarization ⓘ |
| Orang Kanaq | increasing integration into cash economy ⓘ |
| Elmolo | increasing reliance on pastoralism and other activities ⓘ |
| Chau Ro | increasing sedentarization ⓘ |
| Chau Ro | integration into market economy ⓘ |
| Kalbeliya tribe | reduced snake charming due to wildlife protection laws via predicate surface "traditionalLivelihoodChange" ⓘ |