Triple
T34765947
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kaabong District |
E1002212
|
entity |
| Predicate | hasHealthChallenges |
P4720
|
FINISHED |
| Object | limited access to health services |
—
|
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: limited access to health services | Statement: [Kaabong District, hasHealthChallenges, limited access to health services]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasHealthChallenges Context triple: [Kaabong District, hasHealthChallenges, limited access to health services]
-
A.
hasHumanDevelopmentChallenges
Indicates that an entity experiences or is associated with significant obstacles or difficulties related to human development, such as health, education, or living standards.
-
B.
hasHealthConcern
chosen
Indicates that an entity has a specific health-related issue, condition, or concern associated with it.
-
C.
hasDifficultyWith
Indicates that one entity experiences problems, challenges, or lack of proficiency in dealing with, understanding, or performing something related to another entity.
-
D.
hasAdaptationNeed
Indicates that an entity requires some form of adaptation or adjustment to better suit specific conditions, contexts, or needs.
-
E.
hasMoreChallengingConditionsIn
Indicates that one situation, environment, or context involves stricter, harsher, or more demanding conditions than another within a specified domain.
- 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_69f76db20dac8190b1e8d0ca4dc1d59f |
completed | May 3, 2026, 3:45 p.m. |
| NER | Named-entity recognition | batch_69fd82ed2a4c81908bd7797fbd2e3d08 |
completed | May 8, 2026, 6:30 a.m. |
| PD | Predicate disambiguation | batch_69fd814cc10481908e4f8123d35a5d0c |
completed | May 8, 2026, 6:23 a.m. |
Created at: May 3, 2026, 3:59 p.m.