Triple
T37087874
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kalbeliya tribe |
E918337
|
entity |
| Predicate | traditionalLivelihoodChange |
P84164
|
FINISHED |
| Object | reduced snake charming due to wildlife protection laws |
—
|
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: reduced snake charming due to wildlife protection laws | Statement: [Kalbeliya tribe, traditionalLivelihoodChange, reduced snake charming due to wildlife protection laws]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: traditionalLivelihoodChange Context triple: [Kalbeliya tribe, traditionalLivelihoodChange, reduced snake charming due to wildlife protection laws]
-
A.
livelihoodChange
chosen
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.
-
B.
livelihoodAdaptation
Indicates how an entity adjusts or modifies its means of making a living in response to changing conditions or pressures.
-
C.
traditionalLifestyle
Indicates that an entity follows or maintains long-established customs, practices, and ways of living, typically in contrast to modern or industrialized lifestyles.
-
D.
livelihoodChallenges
Indicates difficulties or obstacles that negatively affect an entity’s ability to secure or maintain its means of living or income.
-
E.
traditionalSubsistence
Indicates that an entity relies on customary, small-scale methods of obtaining food and resources (such as hunting, gathering, fishing, or small-scale farming) primarily for direct consumption rather than for market sale.
- 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_69f76e9952b88190a6fe01ba01476520 |
completed | May 3, 2026, 3:49 p.m. |
| NER | Named-entity recognition | batch_69ffb97b8ff8819088b105d99a0820c9 |
completed | May 9, 2026, 10:47 p.m. |
| PD | Predicate disambiguation | batch_69ffb88ef7388190a710120ed76edc0e |
completed | May 9, 2026, 10:43 p.m. |
Created at: May 3, 2026, 4:14 p.m.