Triple
T35373976
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tchambri |
E1021852
|
entity |
| Predicate | hasCulturalChange |
P43016
|
FINISHED |
| Object | increasing integration into national society of Papua New Guinea |
—
|
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: increasing integration into national society of Papua New Guinea | Statement: [Tchambri, hasCulturalChange, increasing integration into national society of Papua New Guinea]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasCulturalChange Context triple: [Tchambri, hasCulturalChange, increasing integration into national society of Papua New Guinea]
-
A.
hasCulturalShift
chosen
Indicates a change in the prevailing beliefs, values, norms, or practices within a group, organization, or society over time.
-
B.
hasCulturalAdaptation
Indicates that one entity has been modified, interpreted, or re-created to fit the cultural context, norms, or preferences of another entity or audience.
-
C.
hasCulturalDevelopment
Indicates that an entity exhibits, contributes to, or is characterized by a particular level or type of cultural growth, expression, or advancement.
-
D.
hasCulturalImpact
Indicates that one entity has influenced, shaped, or significantly affected the culture, values, practices, or artistic expressions of another.
-
E.
viewOnCulturalChange
Indicates a stance, opinion, or perspective that an entity holds regarding cultural change or shifts in cultural norms and practices.
- 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_69f76df000488190ab7c97f565677055 |
completed | May 3, 2026, 3:46 p.m. |
| NER | Named-entity recognition | batch_69fe0d165a48819098b854318a50d76c |
completed | May 8, 2026, 4:19 p.m. |
| PD | Predicate disambiguation | batch_69fe0931002481908a95b34f95e9f64e |
completed | May 8, 2026, 4:02 p.m. |
Created at: May 3, 2026, 4:03 p.m.