Triple
T3085409
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngäbe-Buglé Comarca |
E64358
|
entity |
| Predicate | hasHumanDevelopmentLevel |
P16858
|
FINISHED |
| Object | below national average of Panama |
—
|
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: below national average of Panama | Statement: [Ngäbe-Buglé Comarca, hasHumanDevelopmentLevel, below national average of Panama]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasHumanDevelopmentLevel Context triple: [Ngäbe-Buglé Comarca, hasHumanDevelopmentLevel, below national average of Panama]
-
A.
hasDevelopmentType
Indicates the type or category of development associated with an entity, such as the nature, form, or stage of its development.
-
B.
developmentLevel
chosen
Indicates the degree or stage of progress, advancement, or maturity that something has reached in its growth or evolution.
-
C.
hasEconomicDevelopment
Indicates that one entity possesses, experiences, or is characterized by a certain level or type of economic growth, progress, or improvement in its economic conditions.
-
D.
isLessDevelopedThan
Indicates that one entity has a lower level of development, progress, or advancement compared to another entity.
-
E.
hasDevelopmentSystem
Indicates that one entity possesses, uses, or is associated with a particular system, platform, or environment used for development activities.
- 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_69ad857bb4c88190a4cf27893fcabed8 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada1eac5548190bee60ea8262c65a8 |
completed | March 8, 2026, 4:20 p.m. |
| PD | Predicate disambiguation | batch_69ad9debb6308190be28378ae1fc98af |
completed | March 8, 2026, 4:03 p.m. |
Created at: March 8, 2026, 3:03 p.m.