Triple
T34765943
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kaabong District |
E1002212
|
entity |
| Predicate | hasHumanDevelopmentChallenges |
P181592
|
FINISHED |
| Object | chronic poverty |
—
|
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: chronic poverty | Statement: [Kaabong District, hasHumanDevelopmentChallenges, chronic poverty]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasHumanDevelopmentChallenges Context triple: [Kaabong District, hasHumanDevelopmentChallenges, chronic poverty]
-
A.
hasDifficultyWith
Indicates that one entity experiences problems, challenges, or lack of proficiency in dealing with, understanding, or performing something related to another entity.
-
B.
developmentalFor
Indicates that one entity serves as a developmental precursor, stage, or necessary condition for the emergence or maturation of another entity.
-
C.
hasAdaptationNeed
Indicates that an entity requires some form of adaptation or adjustment to better suit specific conditions, contexts, or needs.
-
D.
developmentalTrait
Indicates that an entity possesses a characteristic or feature related to its growth, maturation, or developmental process.
-
E.
notableAreaOfDevelopment
Indicates that a particular field, domain, or aspect is a significant focus or area of development for the subject.
- F. None of above. chosen
Provenance (4 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_69f76db20dac8190b1e8d0ca4dc1d59f |
completed | May 3, 2026, 3:45 p.m. |
| NER | Named-entity recognition | batch_69f77ffa6b68819090257fed3802c239 |
completed | May 3, 2026, 5:03 p.m. |
| PD | Predicate disambiguation | batch_69f7795978c481909e152cd1bd02dd07 |
completed | May 3, 2026, 4:35 p.m. |
| PDg | Predicate description generation | batch_69f77ff804f08190b431a31e6179ace4 |
completed | May 3, 2026, 5:03 p.m. |
Created at: May 3, 2026, 3:59 p.m.